{"id":"W4391729997","doi":"10.1007/978-3-031-17299-1_2871","title":"Stigmatization","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009429806,0.0004310014,0.0002658498,0.0007911383,0.004442332,0.004477028,0.0006933074,0.002492812,0.0425975],"category_scores_gemma":[0.002447812,0.0002078357,0.0003471785,0.0005005689,0.00678422,0.003590186,0.003744666,0.003883366,0.009098281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00293964,"about_ca_system_score_gemma":0.00261954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393268,"about_ca_topic_score_gemma":0.005384772,"domain_scores_codex":[0.9990548,0.0003603671,0.00002713463,0.0000867637,0.000293743,0.0001772219],"domain_scores_gemma":[0.9994221,0.0002077372,0.00004435373,0.0001225023,0.0001310436,0.00007236161],"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":[0.000005039792,0.00002813494,0.000119714,0.00003893445,0.000001590988,0.0001470492,0.006508598,0.00004157087,0.0001516891,0.8973737,0.06579398,0.02979004],"study_design_scores_gemma":[0.000005355404,0.00001143519,0.0005357091,0.0003425479,0.00000326136,0.000670797,0.00591107,0.00009940752,0.0003552866,0.1858153,0.8062408,0.00000907932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00173445,0.001537273,0.0008786585,0.004778644,0.0005587274,0.00003163451,0.00001562547,0.00001268841,0.9904523],"genre_scores_gemma":[0.08952301,0.003214346,0.0007142656,0.005633793,0.0004433183,0.00008099461,0.0000420346,0.00004593997,0.9003022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0425975,"threshold_uncertainty_score":0.1425028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08899781908627853,"score_gpt":0.3864752164069672,"score_spread":0.2974773973206887,"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."}}