{"id":"W4235243788","doi":"10.1017/cbo9780511993411.001","title":"Introduction","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006122132,0.0006335742,0.0002987318,0.0006933381,0.002236973,0.003934375,0.001329962,0.002535939,0.2741076],"category_scores_gemma":[0.00170606,0.000202745,0.000358804,0.0007764624,0.001866446,0.003439714,0.002366155,0.00276158,0.1360489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002711361,"about_ca_system_score_gemma":0.002626704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009369078,"about_ca_topic_score_gemma":0.01363117,"domain_scores_codex":[0.9992023,0.0001247499,0.00002418295,0.0001739947,0.000369121,0.0001056485],"domain_scores_gemma":[0.9994698,0.00009210725,0.00002206519,0.00005481004,0.000261422,0.00009981913],"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":[0.00000963668,0.00001517281,0.00008965963,0.0001092414,0.000001294345,0.00006799377,0.0006138266,0.00003799822,0.0001093734,0.1151431,0.8095657,0.07423706],"study_design_scores_gemma":[6.751537e-7,0.000002161852,0.00006039026,0.00007035085,3.381928e-7,0.00004398147,0.0001005463,0.000006580804,0.00002091092,0.003292045,0.9964006,0.000001422667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00034764,0.00508002,0.001286006,0.01120097,0.005399873,0.00005786195,0.0004511038,0.0001761807,0.9760004],"genre_scores_gemma":[0.003641244,0.003358352,0.0007355328,0.005737493,0.0009272366,0.00004164878,0.0003312766,0.000110495,0.9851167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2741076,"threshold_uncertainty_score":0.9169812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847977709060827,"score_gpt":0.2420269371098303,"score_spread":0.2035471600192221,"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."}}