{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"27f5352178d2","filters":{"venue":"Social Science Protocols"}},"results":[{"id":"W3035783347","doi":"10.7565/ssp.2020.2812","title":"Underlying Equity Discourses of the World Health Organization","year":2020,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Operationalization; Health equity; Equity (law); Social determinants of health; Ambiguity; Political science; Sociology; Public relations; Public economics; Health care; Economics; Epistemology; Law; Computer science","authors":[{"name":"Michelle Amri","is_ca":true},{"name":"Arjumand Siddiqi","is_ca":true},{"name":"Patricia O’Campo","is_ca":true},{"name":"Theresa Enright","is_ca":true},{"name":"Erica Di Ruggiero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1769093019154155,"gpt":0.4587402996853748,"spread":0.2818309977699592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214902,0.00006773085,0.0001651858,0.00004556214,0.0009560909,0.0001401522,0.0005974625,0.00002301458,0.00006627345],"category_scores_gemma":[0.001210999,0.00004611243,0.00003375762,0.003048179,0.000441088,0.0005906437,0.0005754285,0.00009434587,0.00001891592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007886197,"about_ca_system_score_gemma":0.0003842339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101458,"about_ca_topic_score_gemma":0.00009430071,"domain_scores_codex":[0.998794,0.00002868066,0.0002737402,0.0001747129,0.0003235646,0.0004053219],"domain_scores_gemma":[0.9992978,0.00002185551,0.0003791609,0.00009115956,0.0001796633,0.00003037588],"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":[0.000006577133,0.00003960263,0.03683003,0.0003997604,0.000002685963,8.543248e-8,0.0005106478,0.00009233614,0.0004608918,0.8277764,0.1256838,0.008197169],"study_design_scores_gemma":[0.0003792067,0.00002976745,0.1759941,0.00008828328,0.000005509641,1.908884e-7,0.001408779,0.001621595,0.00006927395,0.01804764,0.8021615,0.0001941693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007602677,0.000003849285,0.0008244867,0.9085222,0.0002599729,0.03285211,0.000004272698,0.0001216366,0.04980881],"genre_scores_gemma":[0.9189112,1.665327e-7,0.00005155129,0.0790455,0.0006763412,0.001272304,0.000001191554,0.000006888787,0.0000348689],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9113085,"threshold_uncertainty_score":0.7353575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107674481","doi":"10.7565/ssp.v3.4949","title":"Exploring Racial Disproportionalities and Disparities for Black Families Involved with the Child Welfare System","year":2020,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Welfare; Thematic analysis; Criminology; Political science; Sociology; Qualitative research; Social science; Law","authors":[{"name":"Travonne Edwards","is_ca":true},{"name":"Amina Hussain","is_ca":true},{"name":"Christa Sato","is_ca":true},{"name":"Jason King","is_ca":true},{"name":"Michael Saini","is_ca":true},{"name":"Bryn King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1267213185073168,"gpt":0.3366161833289018,"spread":0.209894864821585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003339238,0.0001310932,0.0001731894,0.00002931113,0.001964845,0.0002088093,0.0002855247,0.00003397615,0.00002380436],"category_scores_gemma":[0.00003064787,0.00008248195,0.00005012962,0.0003167677,0.001475412,0.0003786389,0.00006786241,0.0001237392,0.000009542174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003280936,"about_ca_system_score_gemma":0.00004589848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005624317,"about_ca_topic_score_gemma":0.00006511516,"domain_scores_codex":[0.9987877,0.00004209153,0.0001520061,0.0003468679,0.0003352316,0.0003360808],"domain_scores_gemma":[0.9995831,0.00004289859,0.00009492315,0.0001077288,0.00008795442,0.0000833869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003624606,0.00003928198,0.007690358,0.000297651,0.00003644885,0.000003012784,0.07613486,0.00000207816,0.00002763028,0.9112754,0.0003669135,0.003763941],"study_design_scores_gemma":[0.004546162,0.0009902699,0.3828605,0.0003994915,0.00008146605,0.000009233817,0.4711379,0.0001250058,0.0008360095,0.001147557,0.1369436,0.0009227773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7056397,0.00007532444,0.0007889116,0.07305208,0.0003279653,0.1689191,0.0001575833,0.0007238233,0.05031556],"genre_scores_gemma":[0.9004829,7.059679e-7,0.00002756891,0.0003210073,0.0005664124,0.09855469,0.000001642719,0.00001470292,0.000030398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9101278,"threshold_uncertainty_score":0.9993345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046968277","doi":"10.7565/ssp.2020.2815","title":"Indigenous Cultural Safety Training in Health, Education, and Social Service Work","year":2020,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Resilience and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Operationalization; Conceptualization; CINAHL; Indigenous; Social work; Public relations; Sociology; Engineering ethics; Medical education; MEDLINE; Medicine; Political science; Engineering; Computer science","authors":[{"name":"Andrea Bowra","is_ca":true},{"name":"Lisa Howard","is_ca":true},{"name":"Angela Mashford‐Pringle","is_ca":true},{"name":"Erica Di Ruggiero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09715100220007264,"gpt":0.4904715066143566,"spread":0.3933205044142839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007830484,0.0001032729,0.0001940714,0.0000514997,0.001121483,0.00008001056,0.0003152242,0.00007327347,0.00007517455],"category_scores_gemma":[0.00002077353,0.00009675341,0.00002263117,0.001490645,0.0003196328,0.0002760519,0.00005761106,0.0002203768,0.00004774478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414567,"about_ca_system_score_gemma":0.001884382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006443227,"about_ca_topic_score_gemma":0.00009735746,"domain_scores_codex":[0.9982589,0.0001384857,0.0003185829,0.0003908152,0.0002920604,0.0006011771],"domain_scores_gemma":[0.9995124,0.00001630035,0.0001466064,0.00006023112,0.00006333234,0.0002011725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008409635,0.0000764343,0.008313259,0.00007787179,0.000001237233,8.204932e-7,0.6389195,2.223871e-7,0.000090712,0.003944521,0.0003795967,0.3481117],"study_design_scores_gemma":[0.001641179,0.000491826,0.5608686,0.0001628205,0.000002629263,0.00001161425,0.34792,0.000006034824,0.00004664896,0.002168675,0.08622342,0.0004565295],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7903327,0.0001104625,0.00004623043,0.05770403,0.0004657987,0.113925,0.00001570985,0.0001474082,0.03725267],"genre_scores_gemma":[0.9566089,0.000001991698,0.0001760896,0.01512984,0.0005282728,0.0273843,0.000004246112,0.000009522387,0.0001568301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5525554,"threshold_uncertainty_score":0.8625654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322583243","doi":"10.7565/ssp.v5.6692","title":"Social Networks and Support to Older People in Refugee Situation in Western Countries","year":2022,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Refugee; Scopus; Social exclusion; Inclusion (mineral); Social support; Forced migration; Social network (sociolinguistics); Political science; Public relations; Psychology; Sociology; Social psychology; MEDLINE; Social media","authors":[{"name":"Prince Chiagozie Ekoh","is_ca":true},{"name":"Christine A. Walsh","is_ca":true},{"name":"Elizabeth Onyedikachi George","is_ca":false},{"name":"Anthony Obinna Iwuagwu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03072812638651365,"gpt":0.4144014028260253,"spread":0.3836732764395117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177837,0.00007927949,0.000148224,0.0001699828,0.0007827381,0.00006840922,0.0002005873,0.00005931086,0.0005484472],"category_scores_gemma":[0.00003095145,0.00008829663,0.00001572591,0.001133842,0.0001282637,0.0001780382,0.00009153474,0.0002036821,0.00001759008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276795,"about_ca_system_score_gemma":0.000346276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004458307,"about_ca_topic_score_gemma":0.006214082,"domain_scores_codex":[0.9984093,0.0001603828,0.0002676179,0.0003316779,0.0003737738,0.0004572339],"domain_scores_gemma":[0.9996741,0.00003019038,0.00008464434,0.00007654179,0.00004287856,0.00009160252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002385318,0.0002052272,0.6449696,0.00002610657,0.000001763936,0.000006574127,0.3215228,0.00004803373,0.00002685367,0.01746859,0.002271299,0.01321461],"study_design_scores_gemma":[0.0008482404,0.0001624476,0.9834754,0.000006136956,0.000001009134,0.000001889735,0.003874703,0.00004272449,0.000003651615,0.0006651185,0.01080323,0.0001154593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383311,0.000005636307,0.0002503504,0.003477039,0.0001701306,0.05534077,0.00001096877,0.00003555052,0.002378407],"genre_scores_gemma":[0.8918409,1.800273e-7,0.0000117404,0.001209133,0.0001374742,0.1065326,0.000004752004,0.000006000631,0.000257244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385058,"threshold_uncertainty_score":0.6020268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224884295","doi":"10.7565/ssp.v5.6738","title":"Understanding Sexual Consent Among Adolescents","year":2022,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"PsycINFO; Thematic analysis; Psychology; Informed consent; Population; Qualitative research; Sexual violence; Medical education; Clinical psychology; Medicine; MEDLINE; Criminology; Political science; Sociology; Alternative medicine; Social science","authors":[{"name":"Carolyn O’Connor","is_ca":true},{"name":"Stephanie Begun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2860852012474883,"gpt":0.4427853548791253,"spread":0.156700153631637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00229144,0.00009423862,0.0001332808,0.0001215634,0.01252628,0.0002411965,0.000553076,0.00003395277,0.0004020147],"category_scores_gemma":[0.0002601985,0.00009975534,0.00003596552,0.001745496,0.002263328,0.0003596031,0.0003463412,0.0001902919,0.00001360837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190424,"about_ca_system_score_gemma":0.0008353536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005703813,"about_ca_topic_score_gemma":0.0003351857,"domain_scores_codex":[0.9970599,0.000281499,0.0001836872,0.0003312225,0.001589656,0.000554074],"domain_scores_gemma":[0.9994739,0.00005379166,0.0001356198,0.0000885406,0.0001181669,0.0001300338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006848693,0.0003366297,0.6049295,0.00003045545,0.00001800313,0.000008118137,0.1727001,0.00007483509,0.0004844026,0.2064231,0.01256311,0.002363238],"study_design_scores_gemma":[0.001503959,0.0002787417,0.06935127,0.00004070141,0.00001642299,0.000001104053,0.7600196,0.0002081889,0.000065359,0.01373459,0.1539958,0.0007842587],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1040608,0.00001851917,0.006979791,0.007963771,0.002546524,0.1822048,0.00006302819,0.001311506,0.6948513],"genre_scores_gemma":[0.9736521,4.102612e-7,0.00003157159,0.0003018002,0.0002480362,0.02432393,9.15974e-7,0.000007307118,0.001433936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8695913,"threshold_uncertainty_score":0.9887593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216943975","doi":"10.7565/ssp.v4.6190","title":"The Cost of Isolation","year":2021,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Photovoice; Social isolation; Pandemic; Isolation (microbiology); Mental health; Psychology; Focus group; Coronavirus disease 2019 (COVID-19); Family caregivers; Caregiver burden; Nursing; Gerontology; Sociology; Medicine; Economic growth; Dementia; Psychiatry; Disease","authors":[{"name":"Sheila A. Boamah","is_ca":true},{"name":"Vanina Dal Bello‐Haas","is_ca":true},{"name":"Rachel Weldrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09142352495461117,"gpt":0.5134083588296171,"spread":0.421984833875006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001159181,0.0000353098,0.00007960738,0.00001926951,0.002506051,0.00002111619,0.0001758827,0.00004740806,0.00009451614],"category_scores_gemma":[0.0005288069,0.00002419766,0.00003316457,0.000752743,0.0003230499,0.00009218493,0.00007111065,0.0001309546,0.00002792737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009821657,"about_ca_system_score_gemma":0.001175506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000372414,"about_ca_topic_score_gemma":0.00003309578,"domain_scores_codex":[0.998977,0.0001471714,0.0001938276,0.0001132651,0.0003058589,0.000262859],"domain_scores_gemma":[0.9990474,0.0002132487,0.0001338998,0.0001203123,0.0004502115,0.00003489947],"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":[0.0002457371,0.0002229588,0.06847255,0.0003231897,0.00001695771,0.000003600925,0.08357207,0.000003030227,0.1103396,0.2345538,0.05222876,0.4500178],"study_design_scores_gemma":[0.001386716,0.0001356881,0.2856092,0.0002434393,0.00001460062,7.578229e-7,0.05152019,0.0001061051,0.01281789,0.02698652,0.6209311,0.00024774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05860766,0.0001241306,0.005379089,0.02848303,0.004192004,0.3674232,0.0000385132,0.0002586123,0.5354938],"genre_scores_gemma":[0.9191638,0.000003481,0.0002906199,0.0001970128,0.0005886509,0.07625962,0.000002247472,0.00000798598,0.003486614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8605561,"threshold_uncertainty_score":0.9987925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216184103","doi":"10.7565/ssp.v4.5748","title":"Exploration of Loneliness Among Black Older Adults","year":2021,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Health and Well-being Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Loneliness; Ethnic group; Psychology; Socioeconomic status; Gerontology; Clinical psychology; Medicine; Social psychology; Sociology; Population; Environmental health","authors":[{"name":"Blessing Ugochi Ojembe","is_ca":true},{"name":"Michael Kalu","is_ca":false},{"name":"Chigozie Donatus Ezulike","is_ca":false},{"name":"Makanjuola Osuolale John","is_ca":false},{"name":"Oluwagbemiga Oyinlola","is_ca":false},{"name":"Temitope Osifeso","is_ca":true},{"name":"Prince Chiagozie Ekoh","is_ca":false},{"name":"Anthony Obinna Iwuagwu","is_ca":false},{"name":"Lydia Kapiriri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06338374108682893,"gpt":0.4362224326798337,"spread":0.3728386915930048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000676999,0.00007616081,0.0001625358,0.00004595677,0.0003454275,0.00002983115,0.000185178,0.00006789753,0.0001844864],"category_scores_gemma":[0.000186567,0.00007020186,0.00004193766,0.0008306209,0.0007665841,0.0002908724,0.000065332,0.00009456903,0.000076795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003668823,"about_ca_system_score_gemma":0.0002617535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105101,"about_ca_topic_score_gemma":0.00003332973,"domain_scores_codex":[0.9986517,0.00009534381,0.0002679697,0.0003007723,0.0003348085,0.0003493602],"domain_scores_gemma":[0.9991919,0.00003377182,0.0001366634,0.0001542582,0.0004210559,0.00006231074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004956027,0.002500169,0.160061,0.001187039,0.00006064737,0.0000666375,0.472959,0.00001567123,0.003224092,0.08455388,0.03497158,0.2399047],"study_design_scores_gemma":[0.003275325,0.0003378812,0.9285133,0.0005463766,0.00001397016,0.000001809426,0.03436172,0.00008765714,0.01314495,0.006965946,0.01225283,0.0004981867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6782711,0.00005841902,0.004920322,0.007369706,0.001127405,0.1459228,0.00002262071,0.0002161108,0.1620916],"genre_scores_gemma":[0.9507413,0.000001109473,0.0001011101,0.0003705089,0.0002957091,0.04760065,0.000001871642,0.000007346497,0.000880432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7684523,"threshold_uncertainty_score":0.2862749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224881455","doi":"10.7565/ssp.v5.6760","title":"Study Protocol: Cannabis in the Closet? Older Persons' Perceptions of Stigma and their Influence on Use and Access to Medicinal Cannabis","year":2022,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; MacEwan University; University of Alberta","funders":"","keywords":"Cannabis; Stigma (botany); Perception; Qualitative research; Effects of cannabis; Medicine; Psychiatry; Helpfulness; Psychology; Social psychology","authors":[{"name":"Sherry Dahlke","is_ca":true},{"name":"Kathleen F. Hunter","is_ca":true},{"name":"Madeline Toubiana","is_ca":true},{"name":"Maya R. Kalogirou","is_ca":true},{"name":"Melissa Scheuerman","is_ca":false},{"name":"Jeffrey I. Butler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05835466281083008,"gpt":0.4344350596677152,"spread":0.3760803968568852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002704455,0.000188182,0.0003218272,0.000399985,0.001417651,0.0002591058,0.0006458365,0.00004032076,0.0001097739],"category_scores_gemma":[0.000462332,0.0001209594,0.00004884984,0.002100129,0.001145158,0.0003555604,0.0005997406,0.0004895407,5.452068e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810552,"about_ca_system_score_gemma":0.001073902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002418496,"about_ca_topic_score_gemma":0.0005461744,"domain_scores_codex":[0.9968315,0.0003370773,0.0003248025,0.0005580985,0.001432514,0.0005160215],"domain_scores_gemma":[0.9990296,0.00002359087,0.0001009075,0.0003306408,0.0002766942,0.0002385135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001380104,0.002299245,0.7286204,0.0003022273,0.0000217166,0.00006607686,0.1973768,0.00002718772,0.006370365,0.0005125252,0.03663721,0.0263862],"study_design_scores_gemma":[0.001697131,0.002731801,0.9348419,0.00006988965,0.000007596082,0.000025475,0.04860621,0.00001826974,0.0001545354,0.00005713272,0.01165462,0.0001353992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6047348,9.974023e-7,0.000001207286,0.01226308,0.000008269271,0.3827423,0.00002632379,0.00001020121,0.0002127946],"genre_scores_gemma":[0.4826189,1.070136e-7,0.000005693321,0.0007625334,0.00003325026,0.5163361,4.648925e-7,0.000007562772,0.0002354217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2062216,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129379235","doi":"10.7565/ssp.v4.5199","title":"Field Feasibility and Acceptability Testing of Action-Based Psychosocial Reconciliation Approach in a Post-Genocide Rural Community in Rwanda","year":2021,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Genocide; Psychosocial; Peacebuilding; Psychology; Interpersonal communication; Conflict resolution; Globe; Intervention (counseling); Scale (ratio); Field (mathematics); Applied psychology; Political science; Social psychology; Psychotherapist; Law","authors":[{"name":"Masahiro Minami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1511647671619252,"gpt":0.4156373912578651,"spread":0.2644726240959399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006657414,0.0001090443,0.0002622982,0.0001064964,0.001282644,0.000134367,0.0003619487,0.0001748087,0.00009846365],"category_scores_gemma":[0.005304551,0.0001146972,0.00005829899,0.002001694,0.001173817,0.0004804022,0.00009072923,0.0004814207,6.194764e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004720615,"about_ca_system_score_gemma":0.002667539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0103603,"about_ca_topic_score_gemma":0.02456712,"domain_scores_codex":[0.9971339,0.001168946,0.0004004528,0.0002936411,0.0005969821,0.0004061213],"domain_scores_gemma":[0.9984992,0.0004783045,0.0001963076,0.0001860062,0.0005393773,0.0001008471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001387638,0.0003068384,0.8698963,0.00009641096,0.000001900031,6.26188e-7,0.0487808,0.000004584398,0.003886822,0.001796723,0.000003683713,0.07508659],"study_design_scores_gemma":[0.001191104,0.0001148995,0.9501002,0.00006620535,0.000003193232,2.961842e-7,0.03887277,0.0001595069,0.002468886,0.006502025,0.0003340812,0.0001867824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595884,0.000007737249,0.00009015315,0.0007958628,0.00007041934,0.0133087,0.00000894354,0.00002717865,0.02610257],"genre_scores_gemma":[0.9946913,8.165826e-7,0.00135964,0.0001392084,0.00008555598,0.003691667,0.000002708916,0.000004031814,0.00002504424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08020399,"threshold_uncertainty_score":0.9962298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224881952","doi":"10.7565/ssp.v5.6698","title":"Acting as a Change Agent","year":2022,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Université de Sherbrooke; Montfort Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université du Québec à Trois-Rivières; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Faculty of Medicine and Health, University of Sydney; Social Sciences and Humanities Research Council of Canada; Université de Sherbrooke","keywords":"Checklist; General partnership; Medical education; Psychology; Professional development; Health professionals; Training and development; Knowledge management; Business; Process management; Medicine; Health care; Computer science; Political science; Management","authors":[{"name":"Virginie Savaria","is_ca":true},{"name":"Emmanuelle Jasmin","is_ca":true},{"name":"Anne Hudon","is_ca":true},{"name":"Denis Bédard","is_ca":true},{"name":"Marie-Josée Drolet","is_ca":true},{"name":"Michael F. Beaudoin","is_ca":true},{"name":"Étienne Lavoie-Trudeau","is_ca":true},{"name":"Annie Carrier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6239366640270164,"gpt":0.5916141488828465,"spread":0.03232251514416995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003171127,0.00008942246,0.0001285558,0.00009148444,0.01176385,0.00001496535,0.000442874,0.00002762811,0.003034767],"category_scores_gemma":[0.00004532346,0.00008443298,0.00004023061,0.0008034088,0.0001357038,0.000203767,0.0006414776,0.000503821,0.000374781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147306,"about_ca_system_score_gemma":0.0009362532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008022306,"about_ca_topic_score_gemma":0.00002398178,"domain_scores_codex":[0.9970393,0.0004265935,0.0003344837,0.0003009391,0.001037626,0.000861111],"domain_scores_gemma":[0.9992313,0.00006239898,0.0002618005,0.0001444932,0.00007447557,0.0002255363],"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":[0.0005690585,0.001000393,0.2597674,0.002087557,0.0000107046,0.00002221529,0.4044142,0.000001502633,0.002778904,0.0786768,0.008654225,0.242017],"study_design_scores_gemma":[0.001169785,0.0007423092,0.009355012,0.0001931585,0.00000325495,6.564603e-7,0.04744221,0.00006030402,0.0002252259,0.003868582,0.9366835,0.0002559459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2024051,0.00001356752,0.00002923863,0.003201087,0.002225064,0.4891276,0.00007485921,0.0002738142,0.3026496],"genre_scores_gemma":[0.4285012,3.194025e-7,0.00005812845,0.008276769,0.0004112004,0.5616157,0.000009300355,0.000008187551,0.001119158],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9280293,"threshold_uncertainty_score":0.9978766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174403012","doi":"10.7565/ssp.v4.5547","title":"Health and Wellness Literacy Initiatives for Immigrant Populations Delivered Through Faith-Based Entities","year":2021,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Inclusion (mineral); Health literacy; Literacy; Immigration; Grey literature; Public relations; Faith; Population; Medical education; Political science; Psychology; Health care; Sociology; Medicine; MEDLINE; Social science; Pedagogy; Environmental health","authors":[{"name":"Olivia Genereux","is_ca":true},{"name":"Nashit Chowdhury","is_ca":true},{"name":"Ayisha Khalid","is_ca":true},{"name":"Tanvir Chowdhury Turin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.25379785210234,"gpt":0.5554430652798624,"spread":0.3016452131775225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001036108,0.0001446725,0.0003213518,0.00009936467,0.009140933,0.0001038249,0.0001995485,0.0001235165,0.000154069],"category_scores_gemma":[0.0006283652,0.0001442903,0.00007462308,0.0007724938,0.0005393741,0.0009875114,0.0001247881,0.0003028552,0.0000165123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469655,"about_ca_system_score_gemma":0.003549761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007498962,"about_ca_topic_score_gemma":0.000561599,"domain_scores_codex":[0.9974117,0.0004389561,0.0005888595,0.0004241354,0.0003989081,0.0007374156],"domain_scores_gemma":[0.9982753,0.0002957045,0.0003459403,0.0001781238,0.0006850461,0.0002198709],"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":[0.0001543865,0.0002538604,0.03103599,0.00204682,0.00001078677,0.000001902381,0.1839612,0.000008658591,0.00009976288,0.7737827,0.001970846,0.006673087],"study_design_scores_gemma":[0.009028878,0.0009868612,0.2379292,0.002996529,0.00004430459,0.000002879805,0.1274485,0.003110189,0.0006330181,0.2915484,0.3249975,0.001273784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1755003,0.001403706,0.05158121,0.1588602,0.00404269,0.5732617,0.004294326,0.001174968,0.0298808],"genre_scores_gemma":[0.8678038,0.0000220191,0.01325861,0.007390464,0.0004354891,0.1105758,0.0001655468,0.00002411558,0.0003242177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6923034,"threshold_uncertainty_score":0.9921491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}