{"id":"W4410005909","doi":"10.59350/h00gb-8x862","title":"ReAnimate, Montréal, Multidisciplinarity, and Method","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Computer science; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02204135,0.0008572678,0.0009991899,0.004108444,0.003825305,0.01010932,0.002202277,0.002054278,0.01475301],"category_scores_gemma":[0.04725276,0.0007248324,0.0006472039,0.007496181,0.01937595,0.007929651,0.004122796,0.002698573,0.0008713316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02268046,"about_ca_system_score_gemma":0.01725508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1674648,"about_ca_topic_score_gemma":0.1580927,"domain_scores_codex":[0.967673,0.02670126,0.0008604694,0.001931632,0.002105563,0.0007281686],"domain_scores_gemma":[0.9627295,0.027697,0.002297617,0.003243294,0.002854676,0.001177839],"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":[0.00001384145,0.00001394421,0.001169707,0.000198071,0.00002543051,0.00002717171,0.004453881,0.0004121121,0.00002508105,0.9588099,0.008117257,0.02673368],"study_design_scores_gemma":[0.00003408133,0.00001591058,0.002550155,0.0005929212,0.00003569272,0.00006633133,0.002663036,0.001789621,0.0001563985,0.8953925,0.0966578,0.00004569532],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03852266,0.08433329,0.3173891,0.08614248,0.00146739,0.0007301291,0.001143985,0.00103641,0.4692346],"genre_scores_gemma":[0.8109778,0.01350599,0.140127,0.003977055,0.0004907669,0.001405601,0.0003539949,0.0003242225,0.02883766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1674648,"threshold_uncertainty_score":0.3329802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493513180435087,"score_gpt":0.4111861005763349,"score_spread":0.366250968771984,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}