{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":87,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":87,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"547fd1b3228a","filters":{"venue":"Développement Humain Handicap et Changement Social"}},"results":[{"id":"W4301820428","doi":"10.7202/1086792ar","title":"Handicap, environnement, participation sociale et droits humains : du concept d’accès à sa mesure","year":2015,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","authors":[{"name":"Patrick Fougeyrollas","is_ca":true},{"name":"Normand Boucher","is_ca":true},{"name":"David Fiset","is_ca":true},{"name":"Yan Grenier","is_ca":true},{"name":"Luc Noreau","is_ca":true},{"name":"Mathieu Philibert","is_ca":true},{"name":"Hubert Gascon","is_ca":true},{"name":"Ernesto Morales","is_ca":true},{"name":"Francis Charrier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.121572788146954,"gpt":0.3490687260024521,"spread":0.2274959378554982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005680887,0.0009514833,0.001169015,0.0002639078,0.004137751,0.0005770762,0.0008098963,0.0007254528,0.005558333],"category_scores_gemma":[0.0005447547,0.00110098,0.000533671,0.001017173,0.002721396,0.0008433667,0.0007015166,0.0007298987,0.0006796165],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00400317,"about_ca_system_score_gemma":0.0009688061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003750256,"about_ca_topic_score_gemma":0.02115605,"domain_scores_codex":[0.9897635,0.002663824,0.001281217,0.001163044,0.002926853,0.002201553],"domain_scores_gemma":[0.9970507,0.0002859719,0.001061348,0.0003342994,0.0004462188,0.0008214856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004542494,0.00101254,0.00129099,0.00005731359,0.00056117,0.00002303028,0.252476,0.000009992934,0.00002285308,0.3360075,0.3967992,0.01169396],"study_design_scores_gemma":[0.005133848,0.0008000889,0.007063906,0.000156002,0.0005442335,5.065112e-7,0.03636253,0.00005678416,0.00007288855,0.02194314,0.9265388,0.001327287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1467444,0.03818649,0.005650542,0.5012114,0.02017864,0.006240911,0.001363871,0.0008681242,0.2795556],"genre_scores_gemma":[0.9493669,0.007812315,0.0005406658,0.006607453,0.00837156,0.0008296762,0.0008788985,0.0001461985,0.0254463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8026226,"threshold_uncertainty_score":0.9999926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313130522","doi":"10.7202/1085774ar","title":"Réflexion critique sur la notion d’accessibilité universelle et articulation conceptuelle pour le développement d’environnements inclusifs","year":2019,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Philosophy; Articulation (sociology); Humanities; Psychology; Political science","authors":[{"name":"Patrick Fougeyrollas","is_ca":true},{"name":"David Fiset","is_ca":true},{"name":"Israël Dumont","is_ca":true},{"name":"Yan Grenier","is_ca":true},{"name":"Normand Boucher","is_ca":true},{"name":"Stéphanie Gamache","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05918461483504048,"gpt":0.3222045354158592,"spread":0.2630199205808187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003769472,0.0007169802,0.0007917972,0.0002544307,0.00249045,0.0003331444,0.0005493091,0.0005646498,0.006569333],"category_scores_gemma":[0.0001295695,0.0008480617,0.0003940619,0.0007440031,0.0009468304,0.001015483,0.0007540819,0.0005654115,0.0008260092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003418758,"about_ca_system_score_gemma":0.0009631197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005015821,"about_ca_topic_score_gemma":0.003861291,"domain_scores_codex":[0.9923568,0.002437245,0.0009967558,0.001094998,0.001802804,0.001311435],"domain_scores_gemma":[0.9979866,0.0003649692,0.0007288106,0.000316622,0.0003169297,0.0002860727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000147048,0.002581519,0.00286636,0.0003852307,0.0006917942,0.00002576796,0.2076111,0.0001874139,0.001209293,0.6365041,0.1384388,0.009351561],"study_design_scores_gemma":[0.01068958,0.0006882249,0.04500286,0.0006991473,0.000402846,9.249651e-7,0.06362709,0.0009155732,0.0006366078,0.03808698,0.8370624,0.002187716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3694731,0.007720421,0.009815747,0.3441269,0.007339403,0.005656283,0.0002092821,0.0004063606,0.2552525],"genre_scores_gemma":[0.9431425,0.006240476,0.001169902,0.003640018,0.001150927,0.0002485383,0.0004206901,0.00009522677,0.04389172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6986237,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313148228","doi":"10.7202/1086810ar","title":"Accessibilité universelle et designs contributifs dans un processus évolutif","year":2011,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Philosophy; Political science; Computer science","authors":[{"name":"Sylvie Rocque","is_ca":true},{"name":"Jacques Langevin","is_ca":true},{"name":"Hajer Chalghoumi","is_ca":true},{"name":"Abir Ghorayeb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1584608922088468,"gpt":0.3996499983959453,"spread":0.2411891061870985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004718384,0.0009500867,0.001172514,0.0003395411,0.004457044,0.000131655,0.001022433,0.001160508,0.01784106],"category_scores_gemma":[0.0002700177,0.001043142,0.0004227634,0.0008305027,0.0009168439,0.0006876384,0.0009431237,0.001609017,0.0007185409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193586,"about_ca_system_score_gemma":0.001214843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971553,"about_ca_topic_score_gemma":0.006912216,"domain_scores_codex":[0.9898179,0.003688739,0.001427405,0.001266335,0.001306225,0.002493405],"domain_scores_gemma":[0.9965918,0.0004208792,0.001203777,0.0005415727,0.0006457465,0.000596213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00030285,0.001570349,0.01571796,0.0009874932,0.0008307802,0.0001235997,0.8481354,4.921323e-7,0.000142958,0.07082237,0.05541035,0.005955469],"study_design_scores_gemma":[0.01334647,0.001374444,0.06726239,0.001767019,0.001759016,0.000003014605,0.6794284,0.00006196354,0.001879267,0.0478608,0.1821896,0.003067605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5237715,0.01339056,0.04945793,0.07558852,0.01638757,0.01518768,0.002345035,0.001605523,0.3022657],"genre_scores_gemma":[0.9608061,0.003662126,0.001756287,0.009438993,0.00225515,0.000709641,0.0007356929,0.00021425,0.0204217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4370347,"threshold_uncertainty_score":0.9992019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313116944","doi":"10.7202/1086899ar","title":"Doing Disability Research in the Majority World:an Alternative Framework and the Quest for Decolonising Methods","year":2011,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychology","authors":[{"name":"Shaun Grech","is_ca":false},{"name":"Dan Goodley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3812040726962589,"gpt":0.5653323294623571,"spread":0.1841282567660982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.03311268,0.0001503264,0.0002366587,0.0001048594,0.003256609,0.0003497671,0.00055545,0.0001025476,0.0002500433],"category_scores_gemma":[0.0004498733,0.00008915442,0.00009036455,0.000536735,0.003479413,0.0002793071,0.0001745336,0.0004020837,0.000002542667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003688014,"about_ca_system_score_gemma":0.00008246281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902465,"about_ca_topic_score_gemma":0.04830096,"domain_scores_codex":[0.9910191,0.00674178,0.000364841,0.0004658113,0.0008174811,0.000591026],"domain_scores_gemma":[0.99673,0.002679301,0.0001466162,0.0002448059,0.0001231074,0.0000762036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001566995,0.0003159195,0.004830264,0.00002262266,0.00002848479,6.019007e-7,0.3626505,2.091839e-7,0.000002921789,0.614881,0.0002182164,0.01689255],"study_design_scores_gemma":[0.00141716,0.0001150011,0.03478166,0.00004519931,0.00003862781,1.01936e-7,0.1060477,0.00004110173,0.00005795961,0.8351854,0.0220801,0.0001899686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5556345,0.0003522254,0.04692242,0.313673,0.002023624,0.01557076,0.00005149896,0.0001511009,0.06562089],"genre_scores_gemma":[0.9789762,0.0001392459,0.01834172,0.0005686022,0.0007979592,0.00105456,0.00001681862,0.00001369037,0.00009120537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4233417,"threshold_uncertainty_score":0.9992325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893833434","doi":"10.7202/1086234ar","title":"Émergence et développement du E-hockey : une pratique inclusive?","year":2017,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Laurent Paccaud","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07161448570842957,"gpt":0.4321672837952878,"spread":0.3605527980868583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006701198,0.0007720116,0.0007984173,0.0002262048,0.01235606,0.0009222279,0.001740006,0.0005666379,0.02213442],"category_scores_gemma":[0.0006050684,0.0008454528,0.0004471163,0.0006195203,0.00223709,0.0009061345,0.001740144,0.0006878753,0.0009302261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00213094,"about_ca_system_score_gemma":0.001834467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005743721,"about_ca_topic_score_gemma":0.02271363,"domain_scores_codex":[0.9926603,0.001212639,0.001248091,0.001146633,0.002223227,0.001509117],"domain_scores_gemma":[0.9964166,0.000151605,0.001396282,0.0008991527,0.0005253381,0.0006110551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007995553,0.002867152,0.01016464,0.0001589047,0.0002169193,0.00002590685,0.2651683,0.000003510674,0.00006934696,0.3714612,0.329309,0.02047523],"study_design_scores_gemma":[0.002016743,0.0002400667,0.05479892,0.0002056094,0.0001533849,0.000001634667,0.05127184,0.0000452758,0.0001173643,0.01765012,0.8724449,0.001054137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08393401,0.0005585955,0.001049475,0.8147339,0.009228689,0.001822899,0.0001354946,0.0001416358,0.08839533],"genre_scores_gemma":[0.9284182,0.01445209,0.00127621,0.02191646,0.004969568,0.0006303242,0.0003813179,0.00008855698,0.02786734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8444841,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312764506","doi":"10.7202/1086380ar","title":"Réflexion sur l’utilisation de l’Outil d’évaluation Multiclientèle (OÉMC) pouridentifier les besoins de participation sociale des aînés ayant des incapacités","year":2016,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Mélanie Levasseur","is_ca":true},{"name":"Annie Carrier","is_ca":true},{"name":"Pier‐Luc Turcotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1965921997660658,"gpt":0.4304628729498562,"spread":0.2338706731837904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007093771,0.0005541585,0.0005936822,0.0004262326,0.004066778,0.0001777002,0.000298066,0.0007984694,0.006192991],"category_scores_gemma":[0.00112358,0.0005282533,0.0003085007,0.0005134771,0.0008875512,0.0006704669,0.0002430328,0.0004988728,0.0003514946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00645684,"about_ca_system_score_gemma":0.001253304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449153,"about_ca_topic_score_gemma":0.007935436,"domain_scores_codex":[0.9914715,0.003499607,0.001257729,0.0007360229,0.001087581,0.001947555],"domain_scores_gemma":[0.9970857,0.0006941364,0.0008714854,0.0003102888,0.0006615369,0.0003768713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005381111,0.001969043,0.05216803,0.001222682,0.0003910053,0.00001333507,0.4837026,0.00001358671,0.01474625,0.00673234,0.06759638,0.3709067],"study_design_scores_gemma":[0.01363273,0.0009845908,0.7551149,0.003154923,0.001523259,0.000004644055,0.105217,0.0006186369,0.008868799,0.07685326,0.03235536,0.001671944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172926,0.001113452,0.03431187,0.0416912,0.002451446,0.001724111,0.0002556531,0.0001979116,0.0009617682],"genre_scores_gemma":[0.9833729,0.0028129,0.00302219,0.000631891,0.002350569,0.0006171094,0.0004083301,0.0001172337,0.006666869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7029468,"threshold_uncertainty_score":0.9997169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013486904","doi":"10.7202/1068187ar","title":"Protection sociale et émancipation. Une alliance vertueuse mais instable","year":2020,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Social Policies and Family","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Isabelle Ville","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1268927449901584,"gpt":0.3547497661323278,"spread":0.2278570211421694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001763494,0.0005915365,0.000679646,0.00009534941,0.002969436,0.0004347231,0.000613862,0.0005443837,0.002729695],"category_scores_gemma":[0.0002752015,0.0007276992,0.0003692265,0.00185484,0.000926977,0.0007990281,0.0003769597,0.0006837044,0.0007792054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138931,"about_ca_system_score_gemma":0.0007162986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014312,"about_ca_topic_score_gemma":0.006854525,"domain_scores_codex":[0.994123,0.001089399,0.0008222983,0.0008640895,0.001658549,0.001442662],"domain_scores_gemma":[0.9982582,0.0000992588,0.0006896934,0.0002033001,0.0002928159,0.0004567657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001832805,0.000723832,0.0005816296,0.0003692319,0.0004328992,0.0000174736,0.3298236,0.00002720942,0.0005945324,0.1882745,0.442505,0.03646686],"study_design_scores_gemma":[0.00249184,0.0004598727,0.005343301,0.0001610655,0.0001666072,2.425314e-7,0.02474718,0.0001471487,0.0001273432,0.007923996,0.9575373,0.0008941069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05829444,0.002737353,0.004643989,0.8985302,0.003419766,0.003309569,0.0003471874,0.0004154684,0.02830195],"genre_scores_gemma":[0.8527548,0.01650683,0.001115841,0.1017562,0.01274432,0.001511941,0.0004500994,0.0002315316,0.01292846],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.796774,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312594673","doi":"10.7202/1086490ar","title":"Using Cognitively Accessible Survey Software on a Tablet Computer to PromoteSelf-Determination among People with Intellectual and Developmental Disabilities","year":2015,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Missouri; University of Missouri-Kansas City; U.S. Department of Health and Human Services","keywords":"Psychology; Survey data collection; Survey research; Affect (linguistics); Interface (matter); Survey instrument; Applied psychology; Medical education; Computer science; Medicine; Communication","authors":[{"name":"Allen A. Schwartz","is_ca":false},{"name":"Ansley Bacon","is_ca":false},{"name":"David M. O'Hara","is_ca":false},{"name":"D. Rob Davies","is_ca":false},{"name":"Steven E. Stock","is_ca":false},{"name":"Craig M. Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2212026579030959,"gpt":0.4027587342683455,"spread":0.1815560763652496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002425335,0.0002630438,0.0002857003,0.0002021643,0.001018154,0.0004199377,0.0002156676,0.00008765808,0.0007584803],"category_scores_gemma":[0.0009955399,0.0002495319,0.00003376563,0.0005066768,0.0004165368,0.0003455236,0.0002093621,0.0001242083,0.00005604228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113378,"about_ca_system_score_gemma":0.0005156989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068632,"about_ca_topic_score_gemma":0.02263311,"domain_scores_codex":[0.9970195,0.0006238244,0.0003167746,0.0005106506,0.0009882393,0.0005410656],"domain_scores_gemma":[0.9986704,0.0004871357,0.0001197434,0.00009012457,0.0002966056,0.0003360141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002425156,0.0008022178,0.3009693,0.00005390364,0.00007982562,9.910627e-7,0.6667478,0.000006166601,0.00000525146,0.0004744831,0.02084624,0.009771302],"study_design_scores_gemma":[0.004294442,0.00194871,0.5498691,0.0004039297,0.0001099226,0.000001857755,0.4198012,0.0002200278,0.0002169561,0.001117983,0.02029474,0.00172106],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845917,0.00000576107,0.007782754,0.003978506,0.0002917745,0.00159201,0.00005561441,0.0001132694,0.001588563],"genre_scores_gemma":[0.9911577,0.000009631533,0.006590441,0.000896127,0.0003385321,0.0003265512,0.0001870286,0.00003196874,0.0004620283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2488998,"threshold_uncertainty_score":0.9999957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312335846","doi":"10.7202/1086207ar","title":"Active Involvement of People with Disabilities in Education: A Literature Review","year":2018,"lang":"en","type":"review","venue":"Développement Humain Handicap et Changement Social","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski; University of Ottawa; Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Royal College of Physicians of Ireland","keywords":"Diversity (politics); Public relations; Medical education; Quality (philosophy); Health professionals; Psychology; Pedagogy; Political science; Medicine; Health care","authors":[{"name":"Élise Milot","is_ca":true},{"name":"Anne-Sophie Ruest-Paquette","is_ca":true},{"name":"Gabrielle Fortin","is_ca":true},{"name":"Sylvain Letscher","is_ca":true},{"name":"Maman Joyce Dogba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2761160284916291,"gpt":0.5007014766580195,"spread":0.2245854481663904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002663158,0.0009005471,0.002843209,0.0006197044,0.0007849471,0.00002197237,0.0005756031,0.0004982608,0.002542607],"category_scores_gemma":[0.00006886868,0.0006856237,0.0003874836,0.001386689,0.0002113362,0.0001775777,0.0004691031,0.001146527,0.0001690406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585865,"about_ca_system_score_gemma":0.002769357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001466655,"about_ca_topic_score_gemma":0.002306161,"domain_scores_codex":[0.991735,0.002309619,0.002616095,0.0009474806,0.001243202,0.001148603],"domain_scores_gemma":[0.9959525,0.0004529359,0.00232161,0.0006147529,0.0003938612,0.0002643363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000133056,0.001431557,0.0008646278,0.6880237,0.0003211343,0.000002909399,0.07303727,9.518192e-9,5.121516e-8,0.002111491,0.08024528,0.1538289],"study_design_scores_gemma":[0.0008374289,0.0005311728,0.00008484067,0.3366946,0.0003665693,5.470799e-7,0.00964192,8.896583e-8,4.031545e-7,0.0001590254,0.6512456,0.0004378344],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001953916,0.9783031,0.000009336201,0.001308914,0.001261436,0.01437305,0.0007139008,0.00004930146,0.003785574],"genre_scores_gemma":[0.00002653191,0.9693825,0.0002563157,0.003576184,0.0009339989,0.0147947,0.009844284,0.0001011463,0.001084318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5710003,"threshold_uncertainty_score":0.9995595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088742630","doi":"10.7202/1086385ar","title":"Personnes âgées ayant des incapacités et désastres naturels :vulnérabilité des aînés et post-trauma","year":2016,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Danielle Maltais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06575852642185101,"gpt":0.3530385454958163,"spread":0.2872800190739653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004636131,0.0009887426,0.0008193025,0.0004922434,0.003029303,0.000717597,0.001276474,0.0005331403,0.006994056],"category_scores_gemma":[0.0004347684,0.0007954063,0.0005452575,0.001005126,0.005542155,0.001774939,0.0008560733,0.0005447497,0.0005468321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082561,"about_ca_system_score_gemma":0.0002947242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438402,"about_ca_topic_score_gemma":0.0242897,"domain_scores_codex":[0.9909064,0.002313372,0.0009813192,0.001383527,0.002175887,0.002239508],"domain_scores_gemma":[0.9974548,0.0005721164,0.0006220527,0.0004569171,0.0004185349,0.0004755564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002372492,0.00222956,0.01243687,0.0008317782,0.000848275,0.00006422415,0.4652209,0.000004023932,0.003405931,0.3193114,0.0369761,0.1584336],"study_design_scores_gemma":[0.009631496,0.002710963,0.1693524,0.004429308,0.0009483665,0.000008267823,0.314517,0.00001971883,0.002563136,0.1086329,0.3827977,0.004388886],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8025401,0.004552647,0.001407001,0.1501529,0.002867811,0.001917646,0.0004251639,0.0003267697,0.03580996],"genre_scores_gemma":[0.9568602,0.008828001,0.0020906,0.004627235,0.001619772,0.0003993981,0.0001139002,0.0001232938,0.02533758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3458216,"threshold_uncertainty_score":0.9994497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312962571","doi":"10.7202/1086493ar","title":"Implanter les technologies de soutien à l’autodétermination (TSA) : l’expériencevécue par les centres de réadaptation en déficience intellectuelle et troublesenvahissants du développement (CRDITED)","year":2015,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Dany Lussier‐Desrochers","is_ca":true},{"name":"Martin Caouette","is_ca":true},{"name":"Sylvie Hamel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1294880292840934,"gpt":0.4216394742465,"spread":0.2921514449624066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008262981,0.0006827936,0.0006782169,0.0006278484,0.002959399,0.0001313004,0.001328964,0.001252746,0.00106952],"category_scores_gemma":[0.002042058,0.0007125056,0.0001942841,0.0007063312,0.001598993,0.0003749337,0.001659944,0.001728146,0.0001503815],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004383097,"about_ca_system_score_gemma":0.001109555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008205177,"about_ca_topic_score_gemma":0.003358886,"domain_scores_codex":[0.9911172,0.003965857,0.001288322,0.0009300342,0.0009905946,0.001707934],"domain_scores_gemma":[0.996514,0.0009638323,0.00101724,0.0007000818,0.0005312887,0.0002735893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000564264,0.002852094,0.2029547,0.0006838825,0.0004446742,0.00004805659,0.3653369,0.00005941992,0.001607786,0.04931854,0.2373627,0.1387669],"study_design_scores_gemma":[0.007468767,0.001283705,0.2840455,0.001372753,0.0003893288,0.00002291639,0.4567488,0.003651958,0.00368639,0.01977519,0.2197106,0.001844119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4441487,0.002143665,0.1285164,0.4148395,0.001567328,0.003259213,0.0003256437,0.001131409,0.004068094],"genre_scores_gemma":[0.9805788,0.005934992,0.009042416,0.001515753,0.0002896482,0.001264711,0.0004185405,0.00007179577,0.0008833706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5364301,"threshold_uncertainty_score":0.9998437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312927064","doi":"10.7202/1086771ar","title":"La continuité éducative en réponse aux défis de la transitionvers le préscolaire d’enfants ayant des besoins particuliers","year":2012,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Family and Disability Support Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Julie Ruel","is_ca":true},{"name":"André C. Moreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06887352992912926,"gpt":0.419920376579483,"spread":0.3510468466503537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01052717,0.0006290255,0.0006657285,0.0002940352,0.001380769,0.0002202848,0.0004650667,0.0007640616,0.01164784],"category_scores_gemma":[0.0004102752,0.0007092356,0.0004031927,0.000518828,0.003065424,0.0004907839,0.0002385781,0.0009736309,0.0005918206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905589,"about_ca_system_score_gemma":0.001178769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110288,"about_ca_topic_score_gemma":0.001771873,"domain_scores_codex":[0.9862212,0.00901023,0.0007625837,0.000759837,0.0009026137,0.002343524],"domain_scores_gemma":[0.997112,0.0013485,0.0002642388,0.0003873273,0.0001385989,0.0007493661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007476867,0.00853957,0.06712557,0.0005846874,0.001234011,0.0001011869,0.693154,0.000001620851,0.001551482,0.05088554,0.1549996,0.02107501],"study_design_scores_gemma":[0.007893723,0.000648684,0.3962243,0.0003204184,0.0004991206,0.00003311965,0.3352326,0.00001700768,0.001674204,0.004242113,0.2521032,0.001111549],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876274,0.002258282,0.001428619,0.05906294,0.001503498,0.002066175,0.0005194262,0.0001484648,0.05673861],"genre_scores_gemma":[0.9891299,0.0009603273,0.0006070654,0.002289335,0.001047601,0.00112663,0.0003170717,0.00009934412,0.00442272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3579215,"threshold_uncertainty_score":0.9999193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298379413","doi":"10.7202/1087267ar","title":"Les instruments d’évaluation du processus de résilience","year":2011,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Anouchka Hamelin","is_ca":true},{"name":"Colette Jourdan-Ionescu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1927381664274543,"gpt":0.4335250283313725,"spread":0.2407868619039182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002784284,0.000521432,0.0004576801,0.0002997009,0.001223099,0.00009368192,0.0005996131,0.0004174536,0.01498315],"category_scores_gemma":[0.00004927722,0.0005828949,0.000170679,0.000478611,0.0005394043,0.0003477712,0.0002651987,0.0004514583,0.0008475923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368602,"about_ca_system_score_gemma":0.000424586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215168,"about_ca_topic_score_gemma":0.0007412334,"domain_scores_codex":[0.9947892,0.0009793659,0.0008243781,0.0008711331,0.0009844581,0.001551482],"domain_scores_gemma":[0.9986113,0.00004944451,0.0005662996,0.0003075651,0.0001262701,0.0003390904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004287074,0.00333749,0.05153112,0.0005749507,0.0002765392,0.00005684757,0.2747894,9.136881e-7,0.0003719637,0.03176364,0.04270244,0.594166],"study_design_scores_gemma":[0.0150474,0.004976608,0.6587903,0.001145915,0.0007743438,0.00007406509,0.07770538,0.0002828988,0.005701572,0.02352502,0.2094092,0.002567246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8517184,0.001562908,0.002320092,0.01790583,0.00384886,0.002307027,0.00009100064,0.0001424096,0.1201034],"genre_scores_gemma":[0.9829861,0.002838167,0.001573335,0.003209991,0.001139918,0.0007716342,0.0001547685,0.0000704074,0.00725569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6072592,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3143418995","doi":"10.7202/1086765ar","title":"L’enseignant ressource : un prof qui parle aux profs","year":2012,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Cégep du Vieux Montréal","funders":"","keywords":"Humanities; Sociology; Art","authors":[{"name":"Julie Beaumont","is_ca":true},{"name":"Carole Lavallée","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1391850148252164,"gpt":0.4355322509965925,"spread":0.2963472361713761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01470124,0.0009612614,0.0013058,0.0002876413,0.005581926,0.00007759601,0.0006299799,0.002146706,0.0140549],"category_scores_gemma":[0.0006480217,0.0009305899,0.0004356616,0.0008452329,0.0007044353,0.0005337899,0.0008125129,0.004006483,0.001940079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049392,"about_ca_system_score_gemma":0.002253527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005890104,"about_ca_topic_score_gemma":0.0003628932,"domain_scores_codex":[0.9844919,0.005738692,0.00205476,0.001007724,0.002107942,0.004598993],"domain_scores_gemma":[0.9955967,0.0007356468,0.001206442,0.0006899229,0.0004115665,0.001359719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008495341,0.001605247,0.009880244,0.002283868,0.0004043464,0.00001654729,0.4463257,2.119057e-7,0.0001065785,0.03148472,0.4940389,0.01376861],"study_design_scores_gemma":[0.004989149,0.000580154,0.03252417,0.00134225,0.0004279172,0.000003123542,0.1608392,0.00002519764,0.000129722,0.001152809,0.7970173,0.0009690262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3594624,0.02639061,0.002227031,0.5645751,0.01541668,0.01126741,0.0004875103,0.0005397426,0.01963357],"genre_scores_gemma":[0.8481828,0.01088068,0.002206357,0.06718507,0.02414561,0.003371442,0.001066392,0.0003969911,0.04256466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.49739,"threshold_uncertainty_score":0.9993145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1030952827","doi":"10.7202/1086384ar","title":"Itinérance et personnes âgées : revue de littérature et observationsd’intervenants du centre-ville de Montréal","year":2016,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Université du Québec; Université TÉLUQ","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Jean Gagné","is_ca":true},{"name":"M. Poirier","is_ca":true},{"name":"Caroline Baret","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05908203104212384,"gpt":0.3566516150373497,"spread":0.2975695839952259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004445239,0.0007065509,0.0008518885,0.0002087799,0.002608672,0.0001635676,0.0005693749,0.000889737,0.004399669],"category_scores_gemma":[0.0007043232,0.0006450469,0.0004634237,0.0004273356,0.0003574995,0.000517508,0.000503052,0.001034686,0.000341123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167672,"about_ca_system_score_gemma":0.0006568955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667718,"about_ca_topic_score_gemma":0.03185554,"domain_scores_codex":[0.9916511,0.003571879,0.001054846,0.0008713128,0.0007845379,0.002066321],"domain_scores_gemma":[0.997181,0.0007051833,0.0008743134,0.0003835597,0.0004147852,0.0004411897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001376113,0.000641059,0.04122699,0.0009968547,0.0003819626,0.00007651875,0.5353527,0.000001449774,0.0003418261,0.05838259,0.3565181,0.005942306],"study_design_scores_gemma":[0.006600607,0.0003661845,0.07233191,0.007427748,0.0004091799,0.000005001602,0.2657343,0.00006663614,0.0002373993,0.01189591,0.6334733,0.00145188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2373724,0.0105509,0.0052511,0.7340566,0.003399285,0.002007534,0.0009780314,0.0003067637,0.006077428],"genre_scores_gemma":[0.8473856,0.03978998,0.003069137,0.05219934,0.009661709,0.0008423542,0.0005457393,0.0002612346,0.04624494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6818573,"threshold_uncertainty_score":0.9996001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146240511","doi":"10.7202/1086467ar","title":"La vie amoureuse et sexuelle en établissement spécialisé :des entraves persistantes pour les personnes ayant des incapacités?","year":2015,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Art","authors":[{"name":"Jennifer Fournier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.171732639037357,"gpt":0.4268897856120044,"spread":0.2551571465746473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01839467,0.00108661,0.001333916,0.0004359121,0.004408205,0.0002601276,0.0007743326,0.001789016,0.006768613],"category_scores_gemma":[0.002015988,0.001055667,0.0004636002,0.0007644854,0.001747438,0.0006329579,0.0007702446,0.003181105,0.0004475048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003546001,"about_ca_system_score_gemma":0.002745451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332263,"about_ca_topic_score_gemma":0.01129925,"domain_scores_codex":[0.9817523,0.01066499,0.001665221,0.001148435,0.002054363,0.002714673],"domain_scores_gemma":[0.9948454,0.001768591,0.0008932665,0.0005197862,0.0007438119,0.001229177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001734399,0.001438972,0.01145888,0.002437429,0.0005560645,0.00006187966,0.6949546,0.000002734485,0.0003027098,0.01525237,0.2679816,0.005379299],"study_design_scores_gemma":[0.005688771,0.0007364287,0.01225873,0.00185308,0.0004161022,0.000005843287,0.6598094,0.00004987989,0.0001010531,0.003476131,0.3147622,0.0008424223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8068386,0.0135186,0.002679141,0.1471575,0.003181031,0.003473652,0.0007302307,0.0003209759,0.0221002],"genre_scores_gemma":[0.9143534,0.03323518,0.01039103,0.01587818,0.009248019,0.0009814574,0.0007882017,0.0003284791,0.01479607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1312793,"threshold_uncertainty_score":0.9995069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1807712981","doi":"10.7202/1086602ar","title":"Un modèle du développement humain au service de la réussite éducative du jeune :vers un modèle intégrateur des facteurs et processus de la collaboration école-famille","year":2012,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Rollande Deslandes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09201900811255631,"gpt":0.3678936216364659,"spread":0.2758746135239096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01029217,0.0009992779,0.0007352757,0.0004658493,0.00391157,0.0007266091,0.0009424138,0.0007136153,0.001642274],"category_scores_gemma":[0.0003306392,0.001169236,0.0002404445,0.002290856,0.00161895,0.001663524,0.00054356,0.0007300953,0.000211186],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01112971,"about_ca_system_score_gemma":0.002446497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004593213,"about_ca_topic_score_gemma":0.007642438,"domain_scores_codex":[0.9878361,0.006002024,0.001010138,0.0009978251,0.001683045,0.002470829],"domain_scores_gemma":[0.9964246,0.0006166724,0.001155825,0.0003707958,0.0006260779,0.0008061019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001976394,0.006916943,0.1117565,0.0005909994,0.0008870907,0.00001489093,0.765865,0.0002122152,0.004018518,0.07033283,0.0317132,0.007494184],"study_design_scores_gemma":[0.007217204,0.0006810739,0.2721448,0.0008441712,0.001234328,0.00001114452,0.4783171,0.0008537234,0.01435923,0.03179671,0.1893907,0.003149837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888472,0.00175752,0.005361945,0.08699973,0.002680366,0.002607328,0.0003537128,0.0002476961,0.01151976],"genre_scores_gemma":[0.9728057,0.008562737,0.006024456,0.005305308,0.002585267,0.001864007,0.001189502,0.0001607782,0.001502254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2875479,"threshold_uncertainty_score":0.9992704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313055357","doi":"10.7202/1086770ar","title":"Pour de meilleures pratiques de collaboration entre les réseaux :analyse de la mise en oeuvre de l’Entente de complémentarité des services","year":2012,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Family and Disability Support Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Sylvain Tétreault","is_ca":true},{"name":"Hubert Gascon","is_ca":true},{"name":"Pascale Marier-Deschênes","is_ca":true},{"name":"Andrew Freeman","is_ca":true},{"name":"Pauline Beaupré","is_ca":true},{"name":"Monique Carrière","is_ca":true},{"name":"Ève-Marie D’Aragon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06354003522276995,"gpt":0.4171889555340563,"spread":0.3536489203112864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008335057,0.0006444225,0.0006041002,0.0003487698,0.001318504,0.000465816,0.0006674272,0.0007776399,0.009399698],"category_scores_gemma":[0.0002330931,0.0007280957,0.0003141496,0.000483877,0.0008084395,0.0004365335,0.0003783295,0.0008203776,0.0001422481],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00544547,"about_ca_system_score_gemma":0.001255314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01151982,"about_ca_topic_score_gemma":0.02400015,"domain_scores_codex":[0.988448,0.006594147,0.0007862262,0.0006701847,0.0008346761,0.002666789],"domain_scores_gemma":[0.9974573,0.0007775985,0.0003917335,0.000371023,0.000225904,0.0007764285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004703682,0.003689309,0.6279961,0.0009626685,0.001041405,0.00006377507,0.2549218,0.00002039301,0.006088926,0.01156843,0.08946152,0.003715221],"study_design_scores_gemma":[0.005313938,0.0005140475,0.5531211,0.0004264879,0.0009184388,0.00004595806,0.3369862,0.0005305246,0.006404992,0.009799172,0.08491509,0.001023995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428735,0.005241743,0.004223503,0.03658039,0.000401372,0.001334689,0.0003923442,0.0001460712,0.008806381],"genre_scores_gemma":[0.9796479,0.002151379,0.007818612,0.004368786,0.001734286,0.0007682475,0.000652434,0.0001033579,0.002754957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08206439,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312778922","doi":"10.7202/1086903ar","title":"Stratégies de subsistance des personnes atteintes de déficiences motrices enRépublique de Guinée","year":2011,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Vitaly Tchirkov","is_ca":false},{"name":"Dominique Keller","is_ca":false},{"name":"Serge Ambassa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131524942290518,"gpt":0.3587310358938107,"spread":0.2455785416647589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006053213,0.0004992218,0.0005212335,0.0003421787,0.004160997,0.000594438,0.0009367524,0.0003950074,0.006025953],"category_scores_gemma":[0.0002627706,0.0005589932,0.000273823,0.0009321957,0.002117496,0.0009122222,0.0001706025,0.0004042868,0.0001016204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231492,"about_ca_system_score_gemma":0.001544716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02201273,"about_ca_topic_score_gemma":0.1433699,"domain_scores_codex":[0.9941242,0.001243019,0.0007265972,0.0007069911,0.001096235,0.002102989],"domain_scores_gemma":[0.9982141,0.0001722388,0.0006009185,0.0002189644,0.0003183625,0.0004753935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006188705,0.0007209199,0.1220398,0.0005482952,0.0001554229,0.00002129619,0.64047,0.000002283376,0.0002386574,0.2022639,0.03120413,0.002273437],"study_design_scores_gemma":[0.001416259,0.0008503505,0.4065504,0.000543709,0.0004073265,0.000007130126,0.3986042,0.0001650655,0.001102014,0.1505313,0.03838359,0.001438649],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123756,0.01075154,0.009086275,0.04348082,0.001281578,0.000999018,0.0001017711,0.0002255635,0.02169784],"genre_scores_gemma":[0.9494304,0.03279372,0.007517688,0.002157095,0.002434577,0.0002838099,0.0000421859,0.00005126293,0.005289276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2845106,"threshold_uncertainty_score":0.9996862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313150608","doi":"10.7202/1085766ar","title":"Regard sur l’aspect « inclusif » d’une ville africaine : le cas de Dakar","year":2019,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Ousmane Thiendella Fall","is_ca":true},{"name":"Rollande Deslandes","is_ca":true},{"name":"Ghyslain Parent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06123130291668433,"gpt":0.3764649473996965,"spread":0.3152336444830122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004875156,0.0008806786,0.001334989,0.0003934529,0.003707608,0.0001572722,0.0007780612,0.001078755,0.009185229],"category_scores_gemma":[0.0002700871,0.0009943378,0.0005052311,0.0008717974,0.0004341218,0.000407131,0.001311062,0.001684295,0.001840496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003521622,"about_ca_system_score_gemma":0.001527051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01090784,"about_ca_topic_score_gemma":0.01865393,"domain_scores_codex":[0.9908749,0.002446179,0.001359104,0.001165349,0.00150902,0.002645399],"domain_scores_gemma":[0.9969558,0.000548748,0.0009757464,0.0006406999,0.0003172981,0.0005616777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002024031,0.001164868,0.02008051,0.001314585,0.0007652583,0.0001302483,0.5656919,0.000003879569,0.000486703,0.04943983,0.356993,0.003726785],"study_design_scores_gemma":[0.00942737,0.0007950615,0.01965887,0.001286512,0.0004621829,0.000003776816,0.2813489,0.0001445458,0.0003637061,0.01832079,0.6663331,0.001855298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5325351,0.007185486,0.001495019,0.314848,0.007855359,0.00530551,0.0003681994,0.0005106386,0.1298967],"genre_scores_gemma":[0.9249426,0.002604107,0.0006459959,0.01405758,0.005227206,0.0004927613,0.0005610937,0.0002355791,0.05123308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3924075,"threshold_uncertainty_score":0.9992531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013481208","doi":"10.7202/1068190ar","title":"The Communicational Dimension for the Inclusion of People with Disabilities in Organization","year":2020,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Public relations; Work (physics); Subject (documents); Process (computing); Dimension (graph theory); Inclusion–exclusion principle; Social exclusion; Sociology; Psychology; Social psychology; Political science; Computer science; Engineering","authors":[{"name":"Ana Cristina Cypriano Pereira","is_ca":false},{"name":"Gabriel de Abreu Figueiró","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1652913125400889,"gpt":0.3850859329750911,"spread":0.2197946204350021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002534996,0.0001349901,0.0002300002,0.00006549972,0.002274275,0.0001146307,0.000743398,0.0000306054,0.0001517177],"category_scores_gemma":[0.001082269,0.00006789096,0.00005019962,0.0008965358,0.0002609932,0.0001252713,0.001781441,0.00007795851,0.000005851107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006821915,"about_ca_system_score_gemma":0.00004052946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003477526,"about_ca_topic_score_gemma":0.000688849,"domain_scores_codex":[0.9977164,0.0001870405,0.000492945,0.000254762,0.001140297,0.000208618],"domain_scores_gemma":[0.9972553,0.001770146,0.0003376158,0.000259947,0.0003518529,0.00002515686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000949379,0.0006739592,0.1964779,0.0001748576,0.0003838419,4.961953e-7,0.389784,0.0005027293,0.00052731,0.2488333,0.1185281,0.04316411],"study_design_scores_gemma":[0.006198877,0.0006886605,0.6289487,0.0001022953,0.0001737925,2.668737e-7,0.1997008,0.004852612,0.0004867331,0.0375189,0.1207023,0.0006261449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1905836,0.0005348427,0.05792332,0.7473282,0.0002771378,0.002831207,0.00004671339,0.00004488803,0.0004300892],"genre_scores_gemma":[0.9976963,0.0004151275,0.0002600223,0.001189358,0.00007455252,0.0002283196,0.00004728384,0.00001310565,0.0000758699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8071128,"threshold_uncertainty_score":0.9990246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312927223","doi":"10.7202/1086492ar","title":"Développement d’un outil portant sur les enjeux éthiques découlant de l’utilisationdes technologies de soutien à l’intervention en déficience intellectuelle","year":2015,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Martin Caouette","is_ca":true},{"name":"Dany Lussier‐Desrochers","is_ca":true},{"name":"Laurence Pépin-Beauchesne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1471066614649588,"gpt":0.4123952703397704,"spread":0.2652886088748116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01160363,0.0008616183,0.0008832227,0.0007774004,0.001137949,0.0003094197,0.001143138,0.00118708,0.004119328],"category_scores_gemma":[0.002620833,0.0008754611,0.0004365041,0.0007059349,0.0008714359,0.0001995757,0.0007616911,0.001215102,0.0002917679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313956,"about_ca_system_score_gemma":0.001049176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739962,"about_ca_topic_score_gemma":0.001054592,"domain_scores_codex":[0.9905229,0.002689277,0.001721994,0.001298114,0.00153898,0.002228777],"domain_scores_gemma":[0.9965985,0.0005505256,0.0009345012,0.0006467361,0.0008075573,0.0004621241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006895508,0.004334613,0.01355827,0.0007719759,0.001110279,0.00120333,0.2757393,0.00004489801,0.000574666,0.02171809,0.08012774,0.6001273],"study_design_scores_gemma":[0.01186553,0.004236143,0.07007237,0.003517664,0.0007052987,0.0003668579,0.5330996,0.00173448,0.003013927,0.159542,0.2085781,0.003268055],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6303408,0.01424383,0.06762522,0.2776332,0.004060398,0.002412643,0.0003104559,0.0008870296,0.002486435],"genre_scores_gemma":[0.9839262,0.004805261,0.006484835,0.001346076,0.0007607128,0.0005456152,0.0002618796,0.0001190013,0.001750364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5968592,"threshold_uncertainty_score":0.9993696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313061244","doi":"10.7202/1087622ar","title":"Obstacles et facilitateurs à la participation sociale des personnes sourdes dansles domaines de l’éducation et du travail : état de la situation","year":2009,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Sylvain Letscher","is_ca":true},{"name":"Ghyslain Parent","is_ca":true},{"name":"Rollande Deslandes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06796301800483102,"gpt":0.3749394368658675,"spread":0.3069764188610365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005396572,0.0005518794,0.0005380829,0.0002725373,0.001026068,0.0003223944,0.0001967469,0.0003861676,0.001035887],"category_scores_gemma":[0.0005970047,0.0006094844,0.0002808079,0.0003462752,0.0007317883,0.0004891027,0.00006654699,0.0003996466,0.00005451108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320678,"about_ca_system_score_gemma":0.0005899155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006323715,"about_ca_topic_score_gemma":0.002965773,"domain_scores_codex":[0.9943773,0.002454544,0.0006937915,0.000585601,0.0007820783,0.001106725],"domain_scores_gemma":[0.9985576,0.0005133948,0.0003144453,0.0001825415,0.0001725251,0.0002595306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004397656,0.003636219,0.02851727,0.0008501008,0.0006040282,0.00003299294,0.7288699,0.0001326582,0.01247069,0.05945525,0.0472275,0.1177636],"study_design_scores_gemma":[0.007840562,0.001148482,0.7275947,0.0008388252,0.001022395,0.000007764482,0.1791006,0.0003474782,0.00145711,0.03539257,0.0442142,0.001035348],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923651,0.004022498,0.007794121,0.08879056,0.0005363239,0.001204264,0.0001211787,0.0001620348,0.005003916],"genre_scores_gemma":[0.9762424,0.01300816,0.001449495,0.005481236,0.00098477,0.0003426548,0.0008425808,0.00006136169,0.001587329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6990774,"threshold_uncertainty_score":0.9998773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013854537","doi":"10.7202/1068189ar","title":"Negotiating Care: Living Arrangements and Adults with Cognitive Disabilities in South Brazil1,2","year":2020,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universidade Federal do Rio Grande do Sul; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Plea; Ableism; Legislation; Autonomy; Sociology; Invisibility; Negotiation; Gender studies; Psychology; Political science; Criminology; Social psychology; Law; Social science","authors":[{"name":"Helena Fietz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05351150602754311,"gpt":0.339144674018719,"spread":0.2856331679911759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006141091,0.0002238469,0.0002731839,0.00008468953,0.0009222432,0.0002686465,0.0001522966,0.00008806946,0.0004648422],"category_scores_gemma":[0.0002911242,0.0001945602,0.00004914116,0.0003185989,0.0006958767,0.0003300446,0.0001461034,0.0001731711,0.00001352129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139476,"about_ca_system_score_gemma":0.00009990817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006520575,"about_ca_topic_score_gemma":0.004481175,"domain_scores_codex":[0.9974298,0.0004215642,0.0003262336,0.0005384438,0.0007709847,0.0005129631],"domain_scores_gemma":[0.9992548,0.0002368925,0.000170083,0.00006870384,0.0001021826,0.0001673984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001275756,0.0001176201,0.1055875,0.0001548006,0.0000531048,0.000002801196,0.8847458,0.000003977966,0.000007380963,0.005143898,0.0002119824,0.003843528],"study_design_scores_gemma":[0.002279225,0.0002744586,0.06774113,0.0002830337,0.00005625475,6.709665e-8,0.9270772,0.00004383603,0.00001564389,0.000328855,0.001516307,0.0003840336],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748892,0.0001900652,0.0004093294,0.01373469,0.0001472653,0.001706924,0.00004866219,0.0001012132,0.008772626],"genre_scores_gemma":[0.9982268,0.0001109197,0.0001281394,0.0007079081,0.0004363892,0.0002166383,0.00007295368,0.00002288775,0.00007736098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04233136,"threshold_uncertainty_score":0.7933934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312611952","doi":"10.7202/1086201ar","title":"Personal and Collective Disability Identity Development","year":2018,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Identity (music); Social identity approach; Context (archaeology); Perspective (graphical); Meaning (existential); Identity formation; Personal identity; Social identity theory; Psychology; Collective identity; Social psychology; Sociology; Self-concept; Social group; Computer science; Aesthetics; Political science; Psychotherapist","authors":[{"name":"Rebecca S. Curtis","is_ca":false},{"name":"Angie Hall","is_ca":false},{"name":"Sharon Weaver","is_ca":false},{"name":"Jill Meyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09558289439645624,"gpt":0.3948734047933685,"spread":0.2992905103969123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001987623,0.000182001,0.0002044221,0.00007392008,0.003510305,0.0002351443,0.0001609679,0.0001038439,0.002747896],"category_scores_gemma":[0.00007752918,0.0001725193,0.00005583046,0.0003126364,0.001101522,0.000342447,0.0001508541,0.0001126107,0.00006939827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008323996,"about_ca_system_score_gemma":0.0002935567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000333957,"about_ca_topic_score_gemma":0.01954089,"domain_scores_codex":[0.9975912,0.0003556564,0.0002939888,0.0004130729,0.0008378657,0.0005082095],"domain_scores_gemma":[0.9994078,0.00006756942,0.0001467324,0.00007958053,0.0001387662,0.0001595993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001407978,0.0006407441,0.07682469,0.00004089334,0.000226551,0.0000024175,0.8198727,5.564588e-8,0.00009838035,0.06501002,0.02169761,0.01544511],"study_design_scores_gemma":[0.002145338,0.0002906147,0.7869318,0.00005175521,0.00009047617,3.750141e-7,0.01691587,0.00002382524,0.0005461606,0.01911759,0.1731599,0.0007263449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724642,0.00003958825,0.001160377,0.01193634,0.0004511453,0.0008437114,0.00001962767,0.00009218207,0.01299284],"genre_scores_gemma":[0.9964541,0.00004877745,0.0004764308,0.0005554705,0.001148571,0.0001425679,0.00004851608,0.00001323266,0.001112337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8029569,"threshold_uncertainty_score":0.9983499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313021614","doi":"10.7202/1086471ar","title":"Place du désir d’enfant et de l’exercice de la parentalitépour les personnes en situation de handicap","year":2015,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Social Policies and Family","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Drina Candilis-Huisman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06574749953044205,"gpt":0.3807273538392482,"spread":0.3149798543088062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008885167,0.0005476921,0.0006033916,0.0002070333,0.001890203,0.0004750935,0.0005263994,0.0007596473,0.0007075832],"category_scores_gemma":[0.0005477039,0.0006304619,0.0003481818,0.0005684153,0.001121973,0.0003390708,0.0003156217,0.0006088985,0.00009769301],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00456381,"about_ca_system_score_gemma":0.001763681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02183844,"about_ca_topic_score_gemma":0.004723722,"domain_scores_codex":[0.9920672,0.003806985,0.0005742302,0.0005972376,0.001371926,0.00158245],"domain_scores_gemma":[0.9979498,0.0005490227,0.0004691596,0.000190697,0.0001779661,0.0006633005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001880023,0.0009267667,0.01723414,0.00015131,0.0003122364,0.00004010094,0.7379665,0.00003959203,0.0003876857,0.05305288,0.1834118,0.006288998],"study_design_scores_gemma":[0.005407798,0.0007422479,0.09580813,0.0003689455,0.0006720928,0.00001598957,0.4493964,0.0006682714,0.0001762391,0.01603831,0.4293453,0.001360316],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971174,0.002227829,0.003117331,0.175818,0.001042934,0.001086205,0.0001343882,0.0002073802,0.01924851],"genre_scores_gemma":[0.9680755,0.01066295,0.002288867,0.008969465,0.005575242,0.0003655948,0.000220986,0.000102465,0.0037389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.28857,"threshold_uncertainty_score":0.9996147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312252025","doi":"10.7202/1087621ar","title":"Constructions of Deafness: Exploring Normalcyand Deviance within Specific Social Representations","year":2009,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Deviance (statistics); Ideology; Sociology; Sociolinguistics of sign languages; Social control; Oppression; Sign language; Gender studies; Social stratification; Social psychology; Structural inequality; Social inequality; Politics; Psychology; Inequality; Social science; Linguistics; Political science; Manually coded language; Law","authors":[{"name":"Thomas P. Horejes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2270051731269536,"gpt":0.4091904538910877,"spread":0.182185280764134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008348758,0.0002282426,0.0003159128,0.0002618496,0.0008911519,0.00006665607,0.0003441408,0.0001107343,0.001486873],"category_scores_gemma":[0.00001909141,0.0002585624,0.0001365147,0.0004523539,0.00020344,0.0002421648,0.0001031945,0.0002558598,0.00008292113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663947,"about_ca_system_score_gemma":0.00005053934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002865059,"about_ca_topic_score_gemma":0.00003760445,"domain_scores_codex":[0.997727,0.0003198684,0.0006704552,0.0003710127,0.0004632071,0.0004484124],"domain_scores_gemma":[0.9990026,0.00006040672,0.0004132999,0.0003398033,0.00010816,0.00007567315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004328567,0.002247515,0.0218708,0.00008353475,0.0006019354,0.00001609316,0.2733941,0.00001245442,0.006680999,0.543554,0.05558985,0.0955158],"study_design_scores_gemma":[0.006046622,0.0006645289,0.8876013,0.0001447812,0.000183671,0.000008959971,0.04603138,0.0000253871,0.002438351,0.009553529,0.04631558,0.0009858683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490033,0.000227252,0.004236374,0.01534921,0.001081752,0.000949419,0.00004021812,0.0002037381,0.02890875],"genre_scores_gemma":[0.9963204,0.0001527549,0.001840702,0.0003729473,0.0004897731,0.0002777084,0.0001408363,0.00002342869,0.0003814743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8657305,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2546546901","doi":"10.7202/1087261ar","title":"Applications of the Metatheory of Resilience and Resiliency in Rehabilitationand Medicine","year":2011,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychology; Resilience (materials science); Process (computing); Metatheory; Psychological resilience; Computer science; Social psychology","authors":[{"name":"Glenn E. Richardson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06314699158643193,"gpt":0.4087107119440955,"spread":0.3455637203576635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001500005,0.0001195989,0.0002537985,0.0001936564,0.0001470752,0.000002106379,0.0002709795,0.00006385013,0.0009271571],"category_scores_gemma":[0.00004748797,0.00008951753,0.00004533995,0.0004415516,0.0008054688,0.0000569579,0.0001042868,0.000108692,0.000004613394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006304253,"about_ca_system_score_gemma":0.00005125611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003006998,"about_ca_topic_score_gemma":0.0002987258,"domain_scores_codex":[0.9982181,0.0003190693,0.0005606603,0.0002911348,0.0003638863,0.0002471201],"domain_scores_gemma":[0.9991745,0.0001383454,0.0003321191,0.0002552258,0.0000529417,0.00004691019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003443427,0.001245729,0.1362613,0.0003865031,0.00007524998,0.000001680728,0.3087524,3.208129e-7,0.00303194,0.4943957,0.003934816,0.05157003],"study_design_scores_gemma":[0.001745928,0.0005372833,0.9282006,0.0001316644,0.00004049041,8.819163e-7,0.03011354,0.000001336916,0.00115057,0.03625204,0.001688707,0.0001369844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618926,0.0009771247,0.0006966715,0.003428935,0.0002159636,0.001766591,0.00002272803,0.00001315683,0.03098621],"genre_scores_gemma":[0.9983326,0.0002023589,0.0003834181,0.0002691759,0.00004043434,0.000411347,0.000006513651,0.000009019423,0.0003451353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7919393,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016101392","doi":"10.7202/1086772ar","title":"Le Cerfa : un projet pilote pour soutenir l’élaboration de communautésd’apprentissage dans le contexte de l’enseignement auprès d’élèvesayant un trouble du développement","year":2012,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Université du Québec à Montréal","keywords":"Humanities; Political science; Art","authors":[{"name":"Delphine Odier-Guedj","is_ca":true},{"name":"Sylvie Normandeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1291875185844381,"gpt":0.3843921864178925,"spread":0.2552046678334543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01604131,0.0008115746,0.0007823005,0.0002713045,0.007069387,0.0003409892,0.0009243604,0.0005852217,0.001687357],"category_scores_gemma":[0.0003171533,0.0009857981,0.0003562235,0.0008132167,0.001880903,0.0008336258,0.0003979026,0.0007437007,0.0001495801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003177416,"about_ca_system_score_gemma":0.002963873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846333,"about_ca_topic_score_gemma":0.001310322,"domain_scores_codex":[0.9888461,0.005070411,0.001309291,0.0008491637,0.001348029,0.002576983],"domain_scores_gemma":[0.9969074,0.0005528443,0.00108073,0.0004399681,0.0004104974,0.0006086299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007566008,0.003830678,0.02130944,0.0001776321,0.0008552184,0.000005114391,0.5397728,0.00001333297,0.001541,0.3877356,0.03675298,0.00793049],"study_design_scores_gemma":[0.007294575,0.0004739983,0.1388154,0.0002888334,0.0005836507,0.000008372048,0.6580628,0.0001355223,0.00205298,0.02378565,0.1667752,0.001723091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5280883,0.00327289,0.05908913,0.3845354,0.005663636,0.003370641,0.0003055245,0.000340163,0.01533433],"genre_scores_gemma":[0.9646613,0.003713955,0.01701889,0.002942163,0.006608932,0.001358488,0.0009809621,0.0001313478,0.002583954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.436573,"threshold_uncertainty_score":0.9992592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312384860","doi":"10.7202/1087630ar","title":"[ Sans Titre - No Title ]Charles Gaucher et Stéphane Vibert, Les Sourds : aux origines d’une identité plurielle, Bruxelles, Groupe éditorial P.I.E. Peter Lang, 2010, 228 p.","year":2009,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Fédération des Maisons D'Hébergement pour Femmes","funders":"","keywords":"Humanities; Sociology; Philosophy","authors":[{"name":"Sara Houle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06563068840628132,"gpt":0.3958217267273401,"spread":0.3301910383210588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002809566,0.0006266508,0.0007912723,0.0002476656,0.001627918,0.0001039843,0.0004307261,0.001294272,0.05374195],"category_scores_gemma":[0.0001961534,0.0006060873,0.0003230446,0.000476875,0.0002533308,0.0002609759,0.0002134233,0.001940661,0.004884019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609756,"about_ca_system_score_gemma":0.001087734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800659,"about_ca_topic_score_gemma":0.002415729,"domain_scores_codex":[0.9943222,0.001271085,0.001028916,0.0007077063,0.001233951,0.00143616],"domain_scores_gemma":[0.9980701,0.0003253642,0.0004807588,0.000394847,0.0003037292,0.0004251505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008118914,0.0005008075,0.0002998495,0.0005454414,0.000194491,0.00004385637,0.0348046,3.016303e-7,0.0001626557,0.009301299,0.9482659,0.005799612],"study_design_scores_gemma":[0.003136958,0.0004230419,0.002374958,0.0006167637,0.0002046099,0.000001867968,0.006110057,0.00002036061,0.00002665019,0.0007898584,0.9857069,0.0005879277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05383736,0.02433026,0.002781869,0.5149399,0.09383439,0.007257277,0.001640646,0.0009657847,0.3004125],"genre_scores_gemma":[0.04647565,0.07436823,0.003714518,0.07415278,0.1338999,0.0007009105,0.004146368,0.0005008703,0.6620408],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4407871,"threshold_uncertainty_score":0.9996718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312271737","doi":"10.7202/1085772ar","title":"Using Geospatial Technologies for Assessing Accessibility of Urban Spaces for People with Motor Disabilities: Theoretical Framework of an Approach Centered on Users’ Perception","year":2019,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Canadian Institutes of Health Research","keywords":"Perception; Geospatial analysis; Diversity (politics); Order (exchange); Process (computing); Quality (philosophy); Universal design; Computer science; Cognition; Web accessibility; Internet privacy; Knowledge management; Business; Psychology; Geography; Sociology; World Wide Web","authors":[{"name":"Reda Yaagoubi","is_ca":false},{"name":"Mir Abolfazl Mostafavi","is_ca":true},{"name":"Geoffrey Edwards","is_ca":true},{"name":"Luc Noreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07154713841218932,"gpt":0.3779750625191328,"spread":0.3064279241069435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00187403,0.0002691747,0.0005902917,0.0001439879,0.0006292,0.0001453631,0.0004847755,0.0002859609,0.0003065022],"category_scores_gemma":[0.0002376359,0.0002273487,0.0002030341,0.0002787041,0.001024571,0.0004776215,0.00006922777,0.0001671562,4.135136e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424992,"about_ca_system_score_gemma":0.000183618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001725013,"about_ca_topic_score_gemma":0.0003455036,"domain_scores_codex":[0.9972996,0.000230638,0.0005354614,0.0006384155,0.0007551492,0.0005407808],"domain_scores_gemma":[0.9985237,0.0003707135,0.0004968313,0.0003204178,0.0002220006,0.00006634257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001971834,0.002393169,0.7654335,0.001513334,0.0001871445,1.377298e-7,0.145724,0.00001568544,0.001955853,0.07845504,0.00007224766,0.002278],"study_design_scores_gemma":[0.005976511,0.002790896,0.4112603,0.0006888674,0.0004418433,7.802057e-8,0.5166268,0.002392316,0.00277891,0.05564683,0.0002060499,0.001190647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485963,0.00001275536,0.04641578,0.0008278109,0.0001989458,0.003316139,0.0002269456,0.0001008783,0.0003044646],"genre_scores_gemma":[0.974112,0.000008282195,0.02506487,0.00003920239,0.00022222,0.0003165279,0.0001898231,0.00002992451,0.00001719775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3709027,"threshold_uncertainty_score":0.9271011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312769175","doi":"10.7202/1087636ar","title":"Inclure les personnes en situation de handicap dans la réponsed’urgence à une crise : réagir face aux constats alarmants du terrain","year":2009,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Thomas Calvot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0669950969018047,"gpt":0.4169295661807856,"spread":0.3499344692789809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01024478,0.0008558066,0.001030943,0.0003389125,0.005390438,0.0001176632,0.0006323571,0.00185944,0.003815087],"category_scores_gemma":[0.0009088001,0.0008960982,0.0003418485,0.0007830939,0.0008725241,0.0003951909,0.0003391852,0.00283763,0.0002933209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002197905,"about_ca_system_score_gemma":0.002782587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002067185,"about_ca_topic_score_gemma":0.00369625,"domain_scores_codex":[0.9863515,0.007280726,0.001489394,0.001033501,0.001540885,0.002304019],"domain_scores_gemma":[0.9962523,0.001338764,0.000880072,0.000427091,0.0002981038,0.0008036768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001449103,0.0009017234,0.002511718,0.0007726055,0.0002080408,0.0001018443,0.7044581,0.000007385568,0.0008558873,0.008599815,0.2593418,0.0220962],"study_design_scores_gemma":[0.007459411,0.001200656,0.07902202,0.001993699,0.0005436382,0.00001648095,0.6236839,0.0008707623,0.0001481185,0.004013697,0.2797566,0.001291082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4850342,0.001717532,0.01710171,0.486662,0.001412911,0.002851527,0.0003174692,0.000245956,0.00465667],"genre_scores_gemma":[0.9566,0.009345517,0.00146772,0.02513032,0.003617385,0.0004065295,0.0006188864,0.0001015325,0.002712167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4715657,"threshold_uncertainty_score":0.9994628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312345212","doi":"10.7202/1086468ar","title":"Maladie d’Alzheimer et vie sexuelle en institution :un nécessaire travail sexologique","year":2015,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Institution; Sociology; Art","authors":[{"name":"André Dupras","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1256120198208525,"gpt":0.4104239590393904,"spread":0.284811939218538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008223325,0.0009011969,0.001113293,0.0003287208,0.003288506,0.0002178819,0.0006674204,0.00159774,0.005057824],"category_scores_gemma":[0.0003863065,0.0009715072,0.0003025994,0.0006198827,0.0009235277,0.0006096106,0.0007784257,0.002017873,0.001259896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797941,"about_ca_system_score_gemma":0.002089018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555011,"about_ca_topic_score_gemma":0.006296212,"domain_scores_codex":[0.9880881,0.00607474,0.001371839,0.001083688,0.001459811,0.001921783],"domain_scores_gemma":[0.9970276,0.000364916,0.0009157216,0.0004536486,0.0005433525,0.0006948004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002098322,0.001158984,0.009216276,0.000607717,0.001196036,0.000115639,0.5735266,0.000009597339,0.00004902733,0.0470979,0.3433012,0.0235112],"study_design_scores_gemma":[0.007827089,0.001003604,0.01609449,0.000906234,0.001156435,0.000004253063,0.2602682,0.00008477479,0.0002617828,0.01156077,0.69902,0.00181243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.499849,0.04160852,0.01426795,0.2992925,0.02401408,0.009757107,0.000907639,0.001257677,0.1090455],"genre_scores_gemma":[0.9414001,0.007490396,0.002078032,0.02695423,0.005706124,0.001211157,0.001436786,0.000205878,0.01351733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4415511,"threshold_uncertainty_score":0.9996984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013385800","doi":"10.7202/1068188ar","title":"Implantation cochléaire et régulation juridique des relations entre les sourds et la médecine de l’oreille dans les années 1990 et 2000. L’exemple de deux associations françaises de défense des sourds","year":2020,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Soline Vennetier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07751500040877167,"gpt":0.3800828821049675,"spread":0.3025678816961959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004938264,0.0005780382,0.0005342278,0.0002984625,0.002768277,0.0003622459,0.0004552579,0.0006658421,0.001536432],"category_scores_gemma":[0.0005979528,0.0006992506,0.0002915306,0.0005919764,0.0005599411,0.0004876949,0.0002845428,0.0008929122,0.00009347127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338665,"about_ca_system_score_gemma":0.001608794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004718072,"about_ca_topic_score_gemma":0.01814681,"domain_scores_codex":[0.9921971,0.00439145,0.0009244879,0.0006192403,0.0007250466,0.001142658],"domain_scores_gemma":[0.9974741,0.0009000035,0.0006692429,0.0003315229,0.0002799312,0.0003452248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002005789,0.001426724,0.4312541,0.0002246283,0.0005774071,0.0000194092,0.4732247,0.0005726785,0.002559698,0.05455008,0.02826398,0.007126051],"study_design_scores_gemma":[0.004243208,0.0005190199,0.9136842,0.0003714268,0.0005417481,0.00001688883,0.02185445,0.0008944696,0.0003834079,0.01152104,0.04519191,0.0007782227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8079628,0.001020675,0.07223655,0.1042523,0.0001739728,0.001059653,0.0007318408,0.0003214366,0.01224074],"genre_scores_gemma":[0.9815587,0.002773137,0.007530766,0.003496415,0.0005510873,0.0004980135,0.002742389,0.0001269543,0.0007225405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4824301,"threshold_uncertainty_score":0.9997694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313164695","doi":"10.7202/1086767ar","title":"De la résilience à la libération pour l’inclusion d’une personne sourde","year":2012,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Sociology; Philosophy","authors":[{"name":"Sylvain Letscher","is_ca":true},{"name":"Ghyslain Parent","is_ca":true},{"name":"Rollande Deslandes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05942811271768193,"gpt":0.4089334292973343,"spread":0.3495053165796523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007008413,0.0004544129,0.0003802265,0.0002577245,0.002070872,0.0002268958,0.00059184,0.0005972992,0.005143132],"category_scores_gemma":[0.0001058544,0.0005294199,0.0002055042,0.0004336342,0.0004933999,0.0003989399,0.001139672,0.000722363,0.0007194051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009375597,"about_ca_system_score_gemma":0.0001945396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003281806,"about_ca_topic_score_gemma":0.00008178358,"domain_scores_codex":[0.9930687,0.00378478,0.0005830547,0.0004609741,0.0007466893,0.001355832],"domain_scores_gemma":[0.9983113,0.0004492461,0.0004042317,0.0004515823,0.00007135356,0.0003122994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002071637,0.005189571,0.01892267,0.0002381029,0.000375994,0.00002218878,0.5180517,0.000007237531,0.005533862,0.1508707,0.2011339,0.09944692],"study_design_scores_gemma":[0.004816346,0.0004554356,0.1564303,0.000390241,0.0003415545,0.00003101353,0.02320126,0.0004016383,0.0004541415,0.006976572,0.8055026,0.0009989018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4929057,0.007259894,0.01712463,0.2961195,0.002873841,0.001843748,0.00005848464,0.0003686491,0.1814456],"genre_scores_gemma":[0.977524,0.002101284,0.002267019,0.002533605,0.002356653,0.0003678404,0.0002149115,0.00008486651,0.0125498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6043687,"threshold_uncertainty_score":0.9997157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312311200","doi":"10.7202/1086199ar","title":"Éditorial","year":2018,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Psychology; Humanities; Sociology; Political science; Philosophy","authors":[{"name":"Charles Gaucher","is_ca":true},{"name":"Ann M. Beaton","is_ca":true},{"name":"Jérémie B. Dupuis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.235048006551968,"gpt":0.5288007147722837,"spread":0.2937527082203157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01069157,0.0006452924,0.0008325006,0.0003142031,0.004788741,0.0001793532,0.0005271771,0.001240059,0.05404653],"category_scores_gemma":[0.0006905862,0.0006804044,0.0002461859,0.0006111339,0.0006584176,0.0005458131,0.0005862772,0.001623598,0.009456081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413309,"about_ca_system_score_gemma":0.001169037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309457,"about_ca_topic_score_gemma":0.003768255,"domain_scores_codex":[0.9866046,0.007132716,0.001597493,0.0009430042,0.001515685,0.002206511],"domain_scores_gemma":[0.9960789,0.0009553251,0.001251062,0.0004847688,0.000651809,0.0005781336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002357848,0.0003773439,0.0009527606,0.0009846917,0.0002981626,0.00002245146,0.08796982,5.626095e-8,0.00008108898,0.04970272,0.8265624,0.0328127],"study_design_scores_gemma":[0.002966362,0.001066575,0.003718149,0.000758394,0.0001606502,0.000001928306,0.01319272,0.00001676458,0.0000515599,0.002589348,0.9748181,0.0006594191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01771284,0.003687737,0.002701669,0.6911395,0.1678827,0.004717431,0.0006166771,0.0003454423,0.111196],"genre_scores_gemma":[0.5609003,0.003652516,0.002729088,0.02169647,0.3256625,0.001215397,0.0005204785,0.0003009733,0.0833223],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.669443,"threshold_uncertainty_score":0.9995647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312958700","doi":"10.7202/1085769ar","title":"L’E-inclusion des personnes présentant des incapacités cognitivesou psychiques dans les établissements médico-sociaux","year":2019,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Veronique Le Chene","is_ca":false},{"name":"Pascal Plantard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3097019519034895,"gpt":0.4818169421384168,"spread":0.1721149902349273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.006637693,0.0007035834,0.0006788434,0.0003411978,0.008719251,0.0002741696,0.0007262974,0.0005740607,0.006908668],"category_scores_gemma":[0.0003676609,0.0007765309,0.000377874,0.0008611785,0.004992296,0.0007748308,0.0006407813,0.0005803793,0.0002894892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184931,"about_ca_system_score_gemma":0.0004783582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715416,"about_ca_topic_score_gemma":0.003558669,"domain_scores_codex":[0.9922493,0.002770387,0.0008876341,0.001013493,0.001538108,0.001541151],"domain_scores_gemma":[0.9974477,0.0007465383,0.0007177157,0.0002360798,0.000529927,0.0003220434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004164814,0.001232102,0.08022712,0.00041295,0.0005234196,0.000003379435,0.7893065,0.000001380837,0.0009060422,0.102222,0.008151911,0.01697154],"study_design_scores_gemma":[0.002422753,0.0006015039,0.06415869,0.0009808597,0.0003252478,0.00000235535,0.8269255,0.00003444875,0.0002957923,0.02663546,0.0764847,0.001132735],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8846558,0.00393758,0.001466941,0.04337722,0.005233615,0.001893146,0.0002401263,0.0002012422,0.05899432],"genre_scores_gemma":[0.9648139,0.01199674,0.00412647,0.002070043,0.006434213,0.0004336683,0.0006781401,0.0001074727,0.009339295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08015815,"threshold_uncertainty_score":0.9994686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W136546142","doi":"10.7202/1087268ar","title":"People with schizophrenia can become resilient while recovering","year":2011,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychology; Psychological resilience; Context (archaeology); Resilience (materials science); Process (computing); Presentation (obstetrics); Meaning (existential); Psychotherapist; Psychiatry; Medicine; Computer science","authors":[{"name":"Susan Liersch","is_ca":false},{"name":"Janette Curtis","is_ca":false},{"name":"Peter Caputi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07937740032882852,"gpt":0.3567551280867613,"spread":0.2773777277579328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007308724,0.0003706531,0.000401325,0.0002683112,0.0006824909,0.00005397897,0.0003855629,0.0001363684,0.00924671],"category_scores_gemma":[0.000007629069,0.0003349475,0.0001022476,0.0003994581,0.0001332855,0.0001391676,0.0001791918,0.0002889496,0.0003810009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004323539,"about_ca_system_score_gemma":0.0001213321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009232658,"about_ca_topic_score_gemma":0.005602617,"domain_scores_codex":[0.9969375,0.0002152688,0.0004801097,0.0007076851,0.0006470707,0.001012441],"domain_scores_gemma":[0.9989876,0.00003555093,0.0002915971,0.0003775768,0.0000546759,0.0002530579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005840769,0.004330947,0.1296037,0.0004529333,0.001144139,0.0002548084,0.5804161,0.000002985117,0.001044718,0.06377846,0.1249032,0.0882272],"study_design_scores_gemma":[0.01226317,0.004408928,0.8960362,0.0003079763,0.0002264554,0.00003270183,0.04724693,0.00000893953,0.001916961,0.002158505,0.03350123,0.001891988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515777,0.000132662,0.0004131279,0.003063503,0.001008831,0.001279009,0.00006300719,0.0001694669,0.04229269],"genre_scores_gemma":[0.9942679,0.0001277838,0.001031737,0.00147264,0.0003778755,0.0007063415,0.0001176983,0.00006430795,0.001833699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7664325,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312392544","doi":"10.7202/1086382ar","title":"Les défis de la participation sociale des aînés ayant des incapacités :quand le logement se transforme en hébergement","year":2016,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Université du Québec à Montréal","keywords":"Humanities; Political science; Art","authors":[{"name":"Stéphane Grenier","is_ca":true},{"name":"Stephanie Deziel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1624611806703995,"gpt":0.4520764644515149,"spread":0.2896152837811155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009259635,0.0008208515,0.001169039,0.0003350075,0.005168454,0.0002052494,0.0005010875,0.001089901,0.009122171],"category_scores_gemma":[0.0004167585,0.0007338778,0.000414656,0.0004917636,0.001950501,0.0006075003,0.0003887488,0.0007403568,0.0002991564],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005365554,"about_ca_system_score_gemma":0.0008948373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007552137,"about_ca_topic_score_gemma":0.04469613,"domain_scores_codex":[0.9869338,0.007026616,0.001546188,0.0008602985,0.001167142,0.002466016],"domain_scores_gemma":[0.9968162,0.001292636,0.000677555,0.0003141238,0.000379451,0.0005200464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002672883,0.002473335,0.03853942,0.001793956,0.0008998665,0.00003639869,0.5439488,0.000003801177,0.002734496,0.1158971,0.005803151,0.2876023],"study_design_scores_gemma":[0.01732497,0.001279225,0.3616488,0.003890505,0.001159422,9.339118e-7,0.2592378,0.00003773671,0.005079452,0.0836434,0.2641425,0.002555183],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9156586,0.002345765,0.03027555,0.03678861,0.001318058,0.002564663,0.0004874666,0.000234615,0.0103267],"genre_scores_gemma":[0.9740772,0.01326576,0.001694861,0.0005410046,0.002060158,0.001930288,0.0001634294,0.000162209,0.006105064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3231094,"threshold_uncertainty_score":0.9995112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312689872","doi":"10.7202/1086813ar","title":"Vieillissement et accessibilité à la rue commerçante :le cas de la Promenade Masson","year":2011,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","authors":[{"name":"Anne-Sophie Dubé","is_ca":true},{"name":"Juan Torres","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09784800363203154,"gpt":0.4293231694212031,"spread":0.3314751657891715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01030196,0.0009046466,0.00109861,0.0003499677,0.003016439,0.0002424322,0.000872608,0.001231145,0.007642871],"category_scores_gemma":[0.0002608873,0.0009785005,0.000417825,0.0005065812,0.0009020384,0.0005008788,0.000991,0.00204965,0.0002833748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002071243,"about_ca_system_score_gemma":0.001282361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006376597,"about_ca_topic_score_gemma":0.006337726,"domain_scores_codex":[0.9854428,0.008599404,0.001447675,0.001059897,0.001193198,0.002256996],"domain_scores_gemma":[0.9967101,0.0008181985,0.001079028,0.0005473446,0.0002618212,0.0005835117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001664508,0.002259454,0.02617567,0.001369006,0.0007189322,0.000145739,0.7104594,4.136596e-7,0.0001928302,0.1005148,0.152211,0.005786298],"study_design_scores_gemma":[0.008245191,0.0007868249,0.1299538,0.002152713,0.0007468652,0.000006038314,0.2808958,0.0000402334,0.0009808952,0.03888083,0.5352095,0.002101289],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5127561,0.008025029,0.006858633,0.1408755,0.006215963,0.008704398,0.000814672,0.0008149025,0.3149348],"genre_scores_gemma":[0.955346,0.006056269,0.002836618,0.01860448,0.002161276,0.001855773,0.000479783,0.0002682167,0.01239162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4425899,"threshold_uncertainty_score":0.9992666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312267273","doi":"10.7202/1086815ar","title":"Les proches de personnes ayant un traumatisme crânien ont-ilsdes besoins particuliers? Une étude internationale Québec-France","year":2011,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Geography; Art","authors":[{"name":"Hélène Lefebvre","is_ca":true},{"name":"Marie‐Josée Levert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.185628145792758,"gpt":0.3671268511913987,"spread":0.1814987053986407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002847043,0.0007747471,0.0009198902,0.0004448283,0.001105407,0.0001770648,0.0007880117,0.0004099483,0.01871048],"category_scores_gemma":[0.0003772098,0.000785852,0.0003869151,0.0006048408,0.001157873,0.0003495814,0.0003684059,0.0008070919,0.0005849817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077669,"about_ca_system_score_gemma":0.0008313062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01890231,"about_ca_topic_score_gemma":0.03321895,"domain_scores_codex":[0.9932727,0.0006772,0.001161081,0.0009685375,0.0018743,0.002046227],"domain_scores_gemma":[0.9977876,0.0003208986,0.0005380096,0.0004555103,0.0003060992,0.0005918726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007256918,0.006299556,0.06264103,0.0024907,0.003457305,0.0003004857,0.7354262,0.00000263759,0.002878163,0.03225826,0.03683022,0.1166898],"study_design_scores_gemma":[0.01453169,0.002740464,0.8070678,0.0030947,0.001308076,0.00005509239,0.1129018,0.0006629521,0.01340288,0.003099815,0.03932706,0.001807682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785495,0.007858777,0.004126274,0.09192829,0.001272082,0.00346514,0.0002891544,0.0002940302,0.01221678],"genre_scores_gemma":[0.9788775,0.001710903,0.007952811,0.001708297,0.002038401,0.001424739,0.0002086649,0.0001560419,0.005922631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7444268,"threshold_uncertainty_score":0.9994593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312351073","doi":"10.7202/1086716ar","title":"Realizing Recovery: the U.S. Substance Abuse and MentalHealth Services Administration’s Efforts to Foster Social Inclusion","year":2012,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mental health; Substance abuse; Inclusion (mineral); Social work; Psychology; Citizen journalism; Variety (cybernetics); Service delivery framework; Human services; Administration (probate law); Public relations; Service (business); Psychiatry; Psychotherapist; Political science; Business; Social psychology","authors":[{"name":"Paolo del Vecchio","is_ca":false},{"name":"Catherine Nugent","is_ca":false},{"name":"Wilma Townsend","is_ca":false},{"name":"Ivette Torres","is_ca":false},{"name":"Marsha Baker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1954137317330323,"gpt":0.4438099743937892,"spread":0.2483962426607569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004020215,0.0003892522,0.0004052946,0.0001692415,0.008862539,0.00004957026,0.0003052649,0.0002097093,0.0006817079],"category_scores_gemma":[0.000006262499,0.0003127781,0.00008301184,0.000301162,0.0000797597,0.0003366933,0.0006028096,0.0004473612,0.0001462562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140064,"about_ca_system_score_gemma":0.0001348923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002142709,"about_ca_topic_score_gemma":0.005932839,"domain_scores_codex":[0.9950857,0.000927459,0.0009850354,0.0004735813,0.001067365,0.001460827],"domain_scores_gemma":[0.9983894,0.0001948018,0.0006225766,0.0002364745,0.00009266777,0.0004641439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009447523,0.0006632532,0.1012213,0.002682463,0.0001289605,0.000003406352,0.8070136,3.087006e-7,0.0003111272,0.005467795,0.07378704,0.007776028],"study_design_scores_gemma":[0.006827295,0.001822679,0.1494555,0.00178468,0.0002165699,0.000002151699,0.1038101,0.00002193035,0.0005092617,0.002359974,0.7317703,0.001419556],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538051,0.0004810994,0.000249977,0.03618371,0.001591688,0.004627062,0.0002024899,0.0001055256,0.002753353],"genre_scores_gemma":[0.9386829,0.0008558955,0.0003805427,0.05517149,0.001803827,0.001553832,0.001120396,0.00005497185,0.0003761444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7032034,"threshold_uncertainty_score":0.9999324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312478057","doi":"10.7202/1086723ar","title":"John S. Wodarski and Marvin D. Feit, Evidence-based Interventions in Social Work:a Practitioner’s Manual, Springfield, Illinois, USA, Charles C. Thomas - Publisher,LTD., 2009, 310 p.","year":2012,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Gerontology; Humanities; Psychology; Sociology; Medicine; Psychiatry; Art","authors":[{"name":"Alan M. Langlieb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1731415052531656,"gpt":0.4048520647375796,"spread":0.231710559484414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005411574,0.0003628506,0.0004567959,0.0003238479,0.002874087,0.0007082683,0.000575037,0.0003300968,0.003650011],"category_scores_gemma":[0.0004916677,0.0003860039,0.0002835197,0.001240282,0.0006901614,0.002025723,0.0003029532,0.0004608158,0.00008438995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007786112,"about_ca_system_score_gemma":0.0003126749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403161,"about_ca_topic_score_gemma":0.02630124,"domain_scores_codex":[0.9950417,0.0008130325,0.0006894605,0.0006025713,0.001488942,0.00136432],"domain_scores_gemma":[0.9984625,0.0002747595,0.0006478188,0.0001699841,0.0001378845,0.0003070295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001539614,0.001556162,0.2186601,0.0001859276,0.0001333602,0.00001327926,0.0856273,0.000002097523,0.00006262246,0.06857152,0.5932818,0.03175184],"study_design_scores_gemma":[0.001438591,0.0001116481,0.5679584,0.000547206,0.00008826239,3.223761e-7,0.0167985,0.000004367855,0.00003534485,0.001694622,0.4105479,0.000774884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5114539,0.01451787,0.001930266,0.4258827,0.005293507,0.004004415,0.0001608076,0.0003328562,0.03642363],"genre_scores_gemma":[0.9815068,0.00506231,0.0008694357,0.002624346,0.00302896,0.0005783067,0.0000611436,0.00004160649,0.006227048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4700529,"threshold_uncertainty_score":0.9998592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312227718","doi":"10.7202/1086722ar","title":"Julio Arboleda-Florez and Norman Sartorius, Understanding the Stigma of Mental Illness, Ontario, Wiley, (ISBN 978-0-470-72328-9), June 2008,213 p.","year":2012,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stigma (botany); Mental illness; Psychology; Gerontology; Psychiatry; Sociology; Humanities; Mental health; Medicine; Art","authors":[{"name":"Alan M. Langlieb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07912679260644939,"gpt":0.3214233130743954,"spread":0.242296520467946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004136995,0.0006076469,0.0007091004,0.0001404028,0.004251216,0.0002803598,0.000778673,0.0003701798,0.004690336],"category_scores_gemma":[0.00007415061,0.0005421898,0.0002914647,0.001004177,0.002959297,0.0009871955,0.0005709747,0.0005563911,0.00006901851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978832,"about_ca_system_score_gemma":0.0005962236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0574981,"about_ca_topic_score_gemma":0.2874824,"domain_scores_codex":[0.9935705,0.0006875598,0.0008714597,0.000656259,0.00234585,0.001868384],"domain_scores_gemma":[0.9979187,0.0002165877,0.001022385,0.0002750368,0.0001009283,0.0004663858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000912606,0.0006494253,0.04344646,0.0001179828,0.0003567368,0.000005098399,0.4566221,0.000001643846,0.00009537452,0.1590074,0.3331878,0.006418671],"study_design_scores_gemma":[0.001961681,0.0002313541,0.04132333,0.0003776494,0.0003229671,0.000002333013,0.1082148,0.00002091647,0.0001025202,0.006250163,0.8402036,0.0009886164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5765886,0.05285913,0.00214004,0.2904701,0.03504808,0.005187729,0.0006444174,0.000197306,0.03686467],"genre_scores_gemma":[0.9710076,0.01075746,0.0002129794,0.001776315,0.003900256,0.0001526495,0.00006686935,0.00005639383,0.0120695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5070158,"threshold_uncertainty_score":0.9997541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312478720","doi":"10.7202/1086817ar","title":"Personnes handicapées et stationnements réservés :problématique et enjeux","year":2011,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Foundation for Spinal Cord Research","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Sara-Anne Leblanc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2168491122794404,"gpt":0.3979821218522049,"spread":0.1811330095727646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005233258,0.0007149009,0.0006982813,0.0002250069,0.002520568,0.0004567532,0.001055377,0.0004631891,0.02237262],"category_scores_gemma":[0.0002335026,0.000763992,0.0003935441,0.001148966,0.001449447,0.001305723,0.0004572947,0.0005750363,0.0007935648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009218155,"about_ca_system_score_gemma":0.0008743615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02451926,"about_ca_topic_score_gemma":0.05401918,"domain_scores_codex":[0.9920427,0.001797975,0.0009613482,0.001083071,0.002414567,0.001700395],"domain_scores_gemma":[0.9976584,0.0001629948,0.001127149,0.0003021222,0.0003088518,0.0004405079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005474005,0.0008779902,0.002340195,0.0001600676,0.0002491414,0.0000186815,0.5165622,0.000001578471,0.00004822163,0.3468979,0.1224174,0.01037182],"study_design_scores_gemma":[0.005257165,0.001280284,0.093197,0.001171064,0.0004651941,0.000002268571,0.2622395,0.0001018866,0.0003026517,0.1043167,0.5289721,0.002694177],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2120812,0.008135911,0.01158829,0.5795767,0.01069017,0.004762006,0.0009063376,0.0005536868,0.1717057],"genre_scores_gemma":[0.9352636,0.01850391,0.00662883,0.0174385,0.002270289,0.0008130317,0.0002684764,0.000129574,0.01868378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7231824,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4301229767","doi":"10.7202/1087279ar","title":"Les facteurs associés à la résilience des aidantes familiales d’un parent âgé enperte d’autonomie à domicile au Liban","year":2011,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Psychology; Art","authors":[{"name":"Joëlle Séoud","is_ca":false},{"name":"Francine Ducharme","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1158241662135612,"gpt":0.3388884304093472,"spread":0.2230642641957861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002453781,0.0007025209,0.0006490346,0.0002377919,0.003692729,0.0003479023,0.0008920089,0.0004757941,0.004271866],"category_scores_gemma":[0.0001462156,0.0007627903,0.0004817938,0.0004463825,0.002004805,0.0005322356,0.0004752419,0.0004822866,0.000153641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002651019,"about_ca_system_score_gemma":0.0006279431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00795429,"about_ca_topic_score_gemma":0.01483552,"domain_scores_codex":[0.9941409,0.001264743,0.0009112671,0.0009236595,0.001220068,0.001539383],"domain_scores_gemma":[0.9982457,0.0002780913,0.0006027383,0.0002644929,0.0002756502,0.0003333237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008870111,0.001555584,0.03055239,0.0002118112,0.0007581475,0.00004688686,0.4847022,0.00001659401,0.001078022,0.3847283,0.01158359,0.08467785],"study_design_scores_gemma":[0.004787465,0.001187877,0.5059555,0.001525216,0.001110946,0.000007928584,0.1837327,0.001163778,0.00259546,0.05391352,0.2397725,0.004247192],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324617,0.002578765,0.00298209,0.007895642,0.003969832,0.0009469158,0.0003833204,0.0001680509,0.04861363],"genre_scores_gemma":[0.9843813,0.005742405,0.00143002,0.001059934,0.001592233,0.0003178372,0.0002170877,0.00008550632,0.005173681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4754031,"threshold_uncertainty_score":0.9994823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013884255","doi":"10.7202/1068192ar","title":"An Uplifting Memento","year":2020,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Immigration; Advice (programming); Psychology; Public relations; Medical education; Sociology; Medicine; Political science; Law; Computer science","authors":[{"name":"Alexander Modonese","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1499597299435759,"gpt":0.4340072964291162,"spread":0.2840475664855403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00139611,0.0001837608,0.0002161443,0.0000644109,0.001675176,0.0003079694,0.0003816987,0.0001016162,0.004467731],"category_scores_gemma":[0.00007869944,0.0001726653,0.000103015,0.0003287687,0.0003491395,0.000403613,0.0001024299,0.0001393197,0.0001361873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191729,"about_ca_system_score_gemma":0.0001169603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003442207,"about_ca_topic_score_gemma":0.001101461,"domain_scores_codex":[0.9971738,0.0004601947,0.0003486135,0.0004769395,0.001001796,0.0005385804],"domain_scores_gemma":[0.9992605,0.00004147305,0.0001718569,0.0001298055,0.00008777667,0.0003085334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009259293,0.000711758,0.007942439,0.00008268326,0.0001633768,0.000009588588,0.5947679,0.00001134311,0.002140559,0.3181443,0.05574438,0.02018911],"study_design_scores_gemma":[0.003238833,0.000634793,0.01164036,0.00003907757,0.0001479147,1.397048e-7,0.1524363,0.0002801695,0.001025069,0.01703301,0.8123808,0.001143531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3179139,0.00009722525,0.007428638,0.5643404,0.001035438,0.002804826,0.00005252115,0.0008365326,0.1054905],"genre_scores_gemma":[0.9919496,0.00009510048,0.0006192366,0.004897178,0.001797632,0.0001136099,0.0001513917,0.00002501453,0.0003512901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7566364,"threshold_uncertainty_score":0.9996245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4301262776","doi":"10.7202/1087281ar","title":"L’impact de la résilience sur le processus de réadaptation, une réflexionà poursuivre","year":2011,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Aleksa Duretic","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1241908683820921,"gpt":0.4315204262576163,"spread":0.3073295578755242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009993661,0.0006167848,0.0007501766,0.0002391401,0.003093494,0.00007179307,0.0005866159,0.001511921,0.005625493],"category_scores_gemma":[0.0008053888,0.0006312049,0.0003069718,0.0009110132,0.0007964558,0.0004131045,0.000251787,0.002449124,0.0002586491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587612,"about_ca_system_score_gemma":0.009335552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009897993,"about_ca_topic_score_gemma":0.002685421,"domain_scores_codex":[0.9900797,0.004451477,0.00115854,0.0007655259,0.001076805,0.002467972],"domain_scores_gemma":[0.9967728,0.0007902607,0.0007911621,0.0003664935,0.000421586,0.0008576652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000200568,0.001770384,0.01510394,0.001321375,0.0002888669,0.00006149438,0.6128209,0.000005047903,0.0001165898,0.03202427,0.3261591,0.01012749],"study_design_scores_gemma":[0.0136064,0.002078977,0.4776739,0.002154269,0.0006026138,0.00001872327,0.2684928,0.0006115421,0.0002234958,0.04406433,0.1887221,0.00175084],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.568866,0.004308909,0.02699688,0.3272943,0.002944059,0.00499827,0.0003128862,0.0004846106,0.06379408],"genre_scores_gemma":[0.9646688,0.004990672,0.004427056,0.01687263,0.002434601,0.0006923786,0.000194303,0.0001333661,0.005586238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4625699,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312924904","doi":"10.7202/1086896ar","title":"Empowerment and Self-Determinationof People with Disabilities: History ofa New Social Movement","year":2011,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Empowerment; Appropriation; Sociology; Social change; Movement (music); Psychology; Humanities; Political science; Art; Philosophy","authors":[{"name":"Normand Boucher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07619259274761525,"gpt":0.3152627126064925,"spread":0.2390701198588772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001263674,0.0003062029,0.000347169,0.0001012184,0.00155451,0.0001122099,0.0003931888,0.0001436589,0.004462325],"category_scores_gemma":[0.00004752497,0.0002941916,0.0001070949,0.00029364,0.0006126159,0.0004022295,0.0001800955,0.0001567769,0.00002642211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906536,"about_ca_system_score_gemma":0.0006570506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009308385,"about_ca_topic_score_gemma":0.03445563,"domain_scores_codex":[0.9966245,0.000252814,0.0003813254,0.0005796195,0.001373264,0.0007884472],"domain_scores_gemma":[0.9990682,0.00006432735,0.0003709664,0.0001341564,0.00009835711,0.0002640172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005510624,0.0004874651,0.01573332,0.00003524389,0.00009700489,0.000003113469,0.8156437,6.525269e-8,0.0000166534,0.06512846,0.09822588,0.004573965],"study_design_scores_gemma":[0.003349319,0.0008346243,0.2674384,0.00007056696,0.0001795827,4.409411e-7,0.2572569,0.000009048674,0.00006775068,0.01243734,0.4570975,0.001258546],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8117456,0.0006254603,0.001139627,0.0517216,0.00186952,0.003235642,0.00006047762,0.0005684646,0.1290335],"genre_scores_gemma":[0.9860224,0.0006850974,0.001435675,0.002425388,0.00126676,0.0003584592,0.00002468347,0.00004223733,0.00773933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5583869,"threshold_uncertainty_score":0.999951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312327164","doi":"10.7202/1085956ar","title":"Employment, Disability, and Social Justice in the United States,Australia, and the United Kingdom","year":2018,"lang":"en","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Social policy; Welfare; Social justice; Political science; Human rights; Economic Justice; Public administration; Work (physics); Social work; Social Welfare; Social rights; Welfare reform; Sociology; Economic growth; Political economy; Law; Economics","authors":[{"name":"Sarah Parker Harris","is_ca":false},{"name":"Randall Owen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1934984097233166,"gpt":0.4345948122821324,"spread":0.2410964025588158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0045971,0.0002731265,0.0003306371,0.0001666156,0.005550846,0.0003010495,0.0003940853,0.0001627993,0.0001169337],"category_scores_gemma":[0.0001745203,0.0001717989,0.00008110205,0.0009361525,0.006305164,0.0001285889,0.0003254811,0.0003212389,0.000009803628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246516,"about_ca_system_score_gemma":0.00004493771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01788741,"about_ca_topic_score_gemma":0.02441249,"domain_scores_codex":[0.9960912,0.001570556,0.0004064261,0.0003589751,0.0008092574,0.0007636074],"domain_scores_gemma":[0.9989519,0.0005228336,0.0002221205,0.0001252474,0.0001072263,0.00007068095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002025806,0.0002073337,0.007315441,0.00005971838,0.0001685527,0.000002743863,0.5595566,2.893572e-7,0.00000353439,0.4063936,0.02546252,0.0006270523],"study_design_scores_gemma":[0.009870289,0.0003637747,0.1717468,0.00007304755,0.0006183209,0.000001060788,0.3738033,0.00004660967,0.00001271628,0.08220427,0.3603418,0.0009180375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7733844,0.00002545856,0.00002802007,0.2231947,0.0003703461,0.001165046,0.00003764295,0.00005407483,0.001740354],"genre_scores_gemma":[0.9871351,0.0006261207,0.00002170658,0.008954477,0.00264838,0.0002419298,0.0001071574,0.00001822735,0.0002469725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3348792,"threshold_uncertainty_score":0.9963991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}