{"id":"W4244500158","doi":"10.1037/14572-001","title":"Introduction.","year":2015,"lang":"en","type":"book-chapter","venue":"American Psychological Association eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Laidlaw Foundation; Ontario Mental Health Foundation; Physicians' Services Incorporated Foundation","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003513383,0.001080206,0.0006703834,0.002103981,0.001163329,0.003700115,0.001515498,0.001369496,0.5816071],"category_scores_gemma":[0.001468046,0.0005236139,0.0005290809,0.002013994,0.0005211542,0.003641586,0.001705697,0.002071574,0.5567924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016438,"about_ca_system_score_gemma":0.0009910403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189516,"about_ca_topic_score_gemma":0.008766652,"domain_scores_codex":[0.9997223,0.00002333631,0.00001445963,0.00006207872,0.0001476281,0.00003021205],"domain_scores_gemma":[0.9995529,0.00009163406,0.00001956623,0.00004436609,0.0002058246,0.00008574041],"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":[0.00001290163,0.00001964572,0.00004589184,0.0001533246,0.000001409134,0.00003052772,0.00009070583,0.0000442445,0.0001521705,0.009116243,0.8953803,0.09495263],"study_design_scores_gemma":[0.000001314656,0.000003076745,0.00007637268,0.00007751466,6.465964e-7,0.00004078799,0.00002938852,0.00001485814,0.00003287756,0.001710755,0.9980103,0.000002043938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001994238,0.01133708,0.001546096,0.002658591,0.003025452,0.00007030206,0.001978242,0.0008222487,0.9783625],"genre_scores_gemma":[0.00067535,0.00433051,0.0006742723,0.0009341867,0.0003894919,0.00003475936,0.001109739,0.0002811182,0.9915706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4183929,"threshold_uncertainty_score":0.5967867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339910896395724,"score_gpt":0.3179648191029339,"score_spread":0.2745657101389767,"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."}}