{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"32a92035c637","filters":{"topic":"Innovative Education Methods and Tools"}},"results":[{"id":"W2151319218","doi":"10.7202/012756ar","title":"À propos d’une recherche-action-formation en alphabétisation populaire","year":2006,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Art; Political science","authors":[{"name":"Danielle Desmarais","is_ca":true},{"name":"Michel Boyer","is_ca":true},{"name":"Martine Dupont","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8183338367047837,"gpt":0.5816016816730393,"spread":0.2367321550317444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01083015,0.0004009414,0.0004457331,0.002389395,0.00689631,0.005876635,0.0009964767,0.001178504,0.007614454],"category_scores_gemma":[0.01465165,0.0003784302,0.0004578393,0.002717146,0.007840588,0.004362689,0.005196009,0.001679701,0.0007691684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005383329,"about_ca_system_score_gemma":0.007019805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0209713,"about_ca_topic_score_gemma":0.04186773,"domain_scores_codex":[0.9929296,0.004637646,0.0002585933,0.000692272,0.001126492,0.0003553359],"domain_scores_gemma":[0.982834,0.01280903,0.0009532054,0.001352772,0.001439708,0.0006112318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001100639,0.0001308771,0.02057756,0.0002980655,0.00002565319,0.001414018,0.5778022,0.0007043882,0.002394784,0.2492946,0.002225294,0.1450225],"study_design_scores_gemma":[0.00005419204,0.0002397909,0.04017458,0.0006507037,0.0000794373,0.002223581,0.3705525,0.003420758,0.00805077,0.07673915,0.4976866,0.0001278991],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6748314,0.00383059,0.1114372,0.01055406,0.0004938751,0.0005353806,0.0003182114,0.0002480812,0.1977512],"genre_scores_gemma":[0.882449,0.001743267,0.06260035,0.0005713453,0.00006854551,0.0002870095,0.0001086284,0.00009787289,0.05207387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0209713,"threshold_uncertainty_score":0.05727601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1681691420","doi":"10.7202/1021261ar","title":"La pédagogie créative au service des élèves polyhandicapés : résultats d’une recherche-action","year":2014,"lang":"fr","type":"article","venue":"Revue francophone de la déficience intellectuelle","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":4,"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":"Sylvie Ouellet","is_ca":true},{"name":"Isabelle Caya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2905695865142491,"gpt":0.468210531664642,"spread":0.1776409451503929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01213397,0.0009129725,0.0009131313,0.001706278,0.003698199,0.004054627,0.001625367,0.00249681,0.009235207],"category_scores_gemma":[0.02293839,0.0003414403,0.001184764,0.001348827,0.003533535,0.0025673,0.005884496,0.002649496,0.001683037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806403,"about_ca_system_score_gemma":0.008367533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007968958,"about_ca_topic_score_gemma":0.01448291,"domain_scores_codex":[0.9858699,0.007865033,0.0007298766,0.001139625,0.002716774,0.00167884],"domain_scores_gemma":[0.9708607,0.02166876,0.001304743,0.001149559,0.002767514,0.002248803],"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":[0.001062843,0.02034087,0.03408826,0.004608411,0.0001700078,0.004187913,0.4391042,0.001820944,0.008229732,0.01034351,0.005826074,0.4702173],"study_design_scores_gemma":[0.0008007868,0.009298529,0.1255966,0.002822342,0.0003462613,0.00207804,0.6880352,0.002930584,0.0163086,0.007501572,0.1440537,0.0002279023],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964227,0.001614958,0.006771914,0.001785527,0.0001386479,0.001144214,0.0001279987,0.00006064818,0.02412914],"genre_scores_gemma":[0.9598687,0.002300461,0.01893821,0.0005511696,0.0000618919,0.0009937241,0.0001405212,0.00005236742,0.01709308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213397,"threshold_uncertainty_score":0.06417131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6955398331","doi":"10.5885/45219sl-2b4081df20fc42c8","title":"Climate station data from the Inukjuak region in Nunavik, Quebec, Canada","year":2024,"lang":"en","type":"dataset","venue":"Nordicana D","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Center for Northern Studies","funders":"","keywords":"Climate change; Period (music); Snow cover; Cover (algebra)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.243511553981909,"gpt":0.4597156674788604,"spread":0.2162041134969515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004546716,0.001092438,0.0009839789,0.003057356,0.001536281,0.001623511,0.001890505,0.0006590566,0.02786268],"category_scores_gemma":[0.003068881,0.0004593607,0.0007186825,0.01245245,0.0003202766,0.0005350115,0.0007233218,0.001100808,0.01542858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01303026,"about_ca_system_score_gemma":0.02235835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982971,"about_ca_topic_score_gemma":0.9903161,"domain_scores_codex":[0.9993106,0.00004925,0.00005741294,0.0001478455,0.0002533376,0.0001814344],"domain_scores_gemma":[0.996214,0.0001621712,0.0001693287,0.0002120045,0.002987365,0.0002550944],"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":[0.00004383059,0.00001647905,0.008490641,0.0002663498,0.00004993766,0.00003431481,0.00005005801,0.0007919323,0.00006991288,0.0004775186,0.9867679,0.002941035],"study_design_scores_gemma":[0.0001678963,0.000009993627,0.1163952,0.0005848515,0.00007163608,0.00005021952,0.0005783234,0.002376396,0.0004003943,0.0005104786,0.8787608,0.00009365301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004615278,0.00006068922,0.00003290594,0.00005179853,0.00001266623,0.000009974697,0.9984107,0.00004765706,0.0009121142],"genre_scores_gemma":[0.002999681,0.0001251106,0.0001987783,0.00003453425,0.000005590458,0.00005240695,0.9942248,0.00002621591,0.002332882],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02786268,"threshold_uncertainty_score":0.09454161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7001988768","doi":"","title":"Making Digital Musical Instruments","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1485082640355417,"gpt":0.417159881930448,"spread":0.2686516178949063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153542,0.000468038,0.0002050134,0.0005563439,0.0017582,0.004942108,0.0006660469,0.0007326852,0.04768519],"category_scores_gemma":[0.004490396,0.0003110251,0.0002715023,0.0004329341,0.002340797,0.005328838,0.003157777,0.001146783,0.009813134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000650112,"about_ca_system_score_gemma":0.0008368703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570637,"about_ca_topic_score_gemma":0.002695241,"domain_scores_codex":[0.9992293,0.0001589726,0.00002161961,0.0001359537,0.0003504814,0.0001037627],"domain_scores_gemma":[0.999364,0.0002609599,0.00004086147,0.00007957629,0.0001347533,0.0001199249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001589959,0.0001821477,0.002222891,0.0004889738,0.00002955624,0.0004356042,0.01023059,0.002110052,0.04209706,0.198736,0.05056241,0.6927457],"study_design_scores_gemma":[0.00005109466,0.0002391952,0.003253679,0.0005737894,0.00005545681,0.0003407578,0.01488531,0.003894446,0.03670736,0.09942033,0.8404973,0.00008148296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1367355,0.005743444,0.1641826,0.0110416,0.002670044,0.0004112118,0.0002040558,0.0009876441,0.6780239],"genre_scores_gemma":[0.4289153,0.00561697,0.1022879,0.001325062,0.0003139318,0.0002016739,0.0002929173,0.0004158933,0.4606302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04768519,"threshold_uncertainty_score":0.1595229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417305731","doi":"10.69651/pijhss0404626","title":"Support instructional materials in Science for Grade 5 learners","year":2025,"lang":"","type":"article","venue":"Pantao, international journal of the humanities and social sciences","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); GRASP; Cluster grouping; Science learning; Quarter (Canadian coin); Academic achievement; Science education","authors":[{"name":"Karen Basilio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2623937891738384,"gpt":0.4959137540277376,"spread":0.2335199648538991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317936,0.0002928181,0.0003744115,0.001081864,0.000674916,0.001652527,0.0008257531,0.0004739234,0.002396022],"category_scores_gemma":[0.004412798,0.000166489,0.0003419818,0.0006657217,0.0002062161,0.0006950556,0.001406657,0.0004283391,0.0006096613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006601724,"about_ca_system_score_gemma":0.001670927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920555,"about_ca_topic_score_gemma":0.006421759,"domain_scores_codex":[0.9992971,0.000198707,0.00007508295,0.00005072102,0.0002747358,0.0001036435],"domain_scores_gemma":[0.9984438,0.0004170804,0.0004405062,0.00007238804,0.0003062364,0.0003200054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006250434,0.005260616,0.455176,0.001571124,0.00007062855,0.001437785,0.01853238,0.0007464238,0.01846389,0.001502123,0.002852615,0.4937614],"study_design_scores_gemma":[0.00005816877,0.007735984,0.8976502,0.0009278689,0.0001113163,0.0006859793,0.03420485,0.0008389267,0.0140725,0.000893959,0.04275842,0.00006173096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9970902,0.0001905674,0.0003809144,0.00009681746,0.000009363583,0.00007973867,0.00005948561,0.00001974333,0.002073025],"genre_scores_gemma":[0.9900962,0.0004526879,0.006404079,0.00006549055,0.000008608804,0.0001650353,0.0003119636,0.000004999901,0.002490826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002396022,"threshold_uncertainty_score":0.008015454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367158898","doi":"10.7202/1080933ar","title":"Social Status of Researchers And Professional Practices in the Field of Research Aimed at Social Intervention in France","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Legitimacy; Field (mathematics); Politics; Public relations; Political science; Social research; Sociology; Intervention (counseling); Social science; Public administration; Law; Psychology","authors":[{"name":"Marc‐Adélard Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.628702805157416,"gpt":0.703254819446628,"spread":0.0745520142892121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.08025567,0.0004054822,0.0005214722,0.005132253,0.01415462,0.01215056,0.001240914,0.004045942,0.002413912],"category_scores_gemma":[0.1230743,0.0005302027,0.0004237743,0.003256547,0.02343692,0.00432892,0.009303303,0.002706539,0.0002918588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02170073,"about_ca_system_score_gemma":0.01597617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04167183,"about_ca_topic_score_gemma":0.03933586,"domain_scores_codex":[0.8732192,0.1024177,0.002981162,0.003484959,0.008791995,0.009104928],"domain_scores_gemma":[0.73673,0.1758588,0.03750993,0.006161917,0.02048748,0.02325189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005529005,0.0003413824,0.1488644,0.0002301457,0.00004865115,0.0007364998,0.7767496,0.0002296826,0.0009455222,0.03003213,0.001403302,0.03986577],"study_design_scores_gemma":[0.00009398477,0.0008243818,0.2652043,0.0004242429,0.00002707998,0.000482516,0.6654148,0.0003194143,0.0005186104,0.006214444,0.06035026,0.0001260146],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658421,0.003512938,0.0006773493,0.01564069,0.0001197429,0.00008602229,0.00003639035,0.00001639574,0.01406845],"genre_scores_gemma":[0.9970311,0.0005646367,0.000269203,0.0004227557,0.00005626905,0.00005026254,0.00001336158,0.000005331469,0.001587142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9858454,"threshold_uncertainty_score":0.4244376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6976863760","doi":"10.60692/batjp-wtd16","title":"Diabetes increases the risk of COVID-19 in an altitude dependent manner: An analysis of 1,280,806 Mexican patients","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Diabetes mellitus; Altitude (triangle); Pneumonia; Intubation; Residence; Intensive care unit; Effects of high altitude on humans","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1128187296236007,"gpt":0.3682416489565765,"spread":0.2554229193329758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003156884,0.0001882698,0.0002558295,0.0004915567,0.0004681502,0.0004607003,0.000194323,0.0002575363,0.001279465],"category_scores_gemma":[0.0007901773,0.0002528995,0.0003923493,0.0008120009,0.0001610149,0.0002760529,0.0002861289,0.0003883607,0.0001438434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119023,"about_ca_system_score_gemma":0.0002172138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005912061,"about_ca_topic_score_gemma":0.006957632,"domain_scores_codex":[0.9997337,0.00007286525,0.00003030138,0.00006354317,0.00004133587,0.00005816731],"domain_scores_gemma":[0.999474,0.00006170653,0.0002917715,0.00004307498,0.00003571733,0.00009366024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003245497,0.00001201441,0.999496,0.000002510071,0.00002110516,0.00003671729,0.00002477261,0.000007917327,0.0000565906,0.000003606136,0.00002825562,0.0002781622],"study_design_scores_gemma":[0.000004537754,0.00004407845,0.9994428,0.000002960166,0.00001499545,0.0001421425,0.000143998,0.00009432169,0.00001392278,0.000006492401,0.00008833535,0.000001486436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994764,0.0001102487,0.00003504518,0.00002859007,0.000002374103,0.000002885091,0.00018207,0.00000119187,0.0001613137],"genre_scores_gemma":[0.9995871,0.00009420927,0.00004004749,0.00002486703,0.00000689158,0.00000346776,0.0001895037,7.856367e-7,0.00005313578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005912061,"threshold_uncertainty_score":0.01175529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033458751","doi":"","title":"Risques pour la santé des pompiers forestiers et protection respiratoire","year":2008,"lang":"fr","type":"article","venue":"","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pollution prevention; Urban environment; Work safety; Environmental policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2688856935583739,"gpt":0.4892206408223759,"spread":0.220334947264002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002335811,0.00065317,0.0008505985,0.001418373,0.0009240034,0.002223824,0.001283843,0.002225871,0.1789568],"category_scores_gemma":[0.01389168,0.0002487539,0.001393033,0.001024329,0.0003479427,0.001625147,0.0006557451,0.002299228,0.0334783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436056,"about_ca_system_score_gemma":0.002635483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02350491,"about_ca_topic_score_gemma":0.02452133,"domain_scores_codex":[0.9988328,0.0003585803,0.000139904,0.0001340717,0.0004025852,0.0001321362],"domain_scores_gemma":[0.9929421,0.003514534,0.0007943785,0.0001677039,0.0020396,0.0005417126],"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":[0.0003121573,0.00005181133,0.006055797,0.00281589,0.00006150166,0.0006528958,0.0002997004,0.00009766423,0.0005920923,0.001942036,0.9109179,0.0762005],"study_design_scores_gemma":[0.0001405049,0.0002200005,0.03775403,0.008516042,0.0002201671,0.002613439,0.001745691,0.0004132226,0.0008228146,0.003128263,0.9443011,0.0001248392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0264529,0.2057689,0.009687875,0.3570403,0.08765013,0.001156595,0.1159519,0.003714282,0.1925771],"genre_scores_gemma":[0.2235454,0.1826227,0.02249242,0.08481824,0.03310664,0.002340827,0.06202881,0.002102901,0.3869421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1789568,"threshold_uncertainty_score":0.59867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6967625510","doi":"10.5281/zenodo.12738461","title":"Analysis of the Perception of Teaching Methods at Laval University by Senegalese Students","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perception; Qualitative research; Qualitative analysis; Nonprobability sampling; Teaching method; Research method","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1199927185117696,"gpt":0.4399600505678288,"spread":0.3199673320560593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002076591,0.0004250391,0.0004687888,0.001564815,0.002525123,0.003938354,0.0005787392,0.0007653251,0.002476036],"category_scores_gemma":[0.004952282,0.0002513248,0.0002775842,0.001085991,0.002087159,0.00123088,0.001881848,0.0008692971,0.0003914948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021042,"about_ca_system_score_gemma":0.001672609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544578,"about_ca_topic_score_gemma":0.02301372,"domain_scores_codex":[0.9976481,0.001047614,0.0001111735,0.0001767981,0.000543059,0.0004732915],"domain_scores_gemma":[0.9967715,0.00116676,0.0006577756,0.0001351101,0.0006521335,0.0006166723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001884264,0.0004525334,0.3614042,0.0002560313,0.00006130392,0.001783805,0.5790761,0.00009376679,0.007068378,0.001063667,0.0008373657,0.04771443],"study_design_scores_gemma":[0.000007310648,0.0002449111,0.2501139,0.0001462014,0.00001891049,0.0005668941,0.7368912,0.0001575394,0.001199254,0.0001436479,0.01047238,0.00003778452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998925,0.0001576203,0.00004988276,0.0001013785,0.000002583239,0.000007179196,0.000009262324,0.000001401328,0.0007455561],"genre_scores_gemma":[0.9988324,0.0002166676,0.0000653878,0.00004951018,0.0000021432,0.00001524904,0.00001456994,0.000002485968,0.0008015699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544578,"threshold_uncertainty_score":0.03071177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7020879283","doi":"","title":"MOBILE-EYES
\\nFOR CHANGE
\\nImmersive Reality Technologies and the Design of Human Services: 
\\n(A CASE STUDY IN AUTISM SPECTRUM DISORDER)","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Feeling; Virtual reality; Autism; Human Dimension; Fidelity; Through-the-lens metering; Emerging technologies; Lived experience","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2734360359597769,"gpt":0.4551352879953929,"spread":0.1816992520356159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255207,0.000373806,0.000178892,0.0007209899,0.007377458,0.004039123,0.0009458155,0.002138914,0.006591267],"category_scores_gemma":[0.002355783,0.0002118296,0.0004209173,0.0005071394,0.007066976,0.002331662,0.003530893,0.0009510557,0.0007229677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008267894,"about_ca_system_score_gemma":0.004980991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1509932,"about_ca_topic_score_gemma":0.3147911,"domain_scores_codex":[0.9980369,0.001108343,0.00005445443,0.0001573052,0.0003109986,0.0003320032],"domain_scores_gemma":[0.9991705,0.0003586256,0.00009345232,0.0000733664,0.0001096133,0.0001943522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006087232,0.0002683469,0.01769772,0.0004251716,0.00001571118,0.02562268,0.791139,0.0004918079,0.003116948,0.05856434,0.02227644,0.08032097],"study_design_scores_gemma":[0.00002109168,0.0001893111,0.01246508,0.0003659858,0.00002356893,0.01323108,0.6583766,0.0008815509,0.001471356,0.00350676,0.3094182,0.00004937629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7590507,0.002528923,0.008356085,0.0125157,0.0001868307,0.0003582768,0.0001812572,0.0001704349,0.2166518],"genre_scores_gemma":[0.9490896,0.001441033,0.006105816,0.0008572342,0.00001375118,0.0001454375,0.00003741453,0.00004572319,0.04226404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1509932,"threshold_uncertainty_score":0.3002286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}