{"id":"W4409797345","doi":"10.3138/topia-2024-0023","title":"On Treatment","year":2024,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.001240398,0.0005130989,0.000481897,0.0007039889,0.00309832,0.002789958,0.001411599,0.002689759,0.3000125],"category_scores_gemma":[0.005012315,0.0001867108,0.0006439375,0.000567737,0.001153633,0.001647297,0.004157189,0.004550399,0.07002272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002989733,"about_ca_system_score_gemma":0.00652764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223462,"about_ca_topic_score_gemma":0.008774749,"domain_scores_codex":[0.9983838,0.0003803131,0.00008394942,0.000244006,0.0005772811,0.0003307537],"domain_scores_gemma":[0.9986725,0.000153463,0.00007159966,0.0001467988,0.000481624,0.0004740467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001256238,0.0001892699,0.0009863867,0.000201447,0.00001228898,0.0005417216,0.0009898512,0.00007469345,0.0003660932,0.07280448,0.6430081,0.2807001],"study_design_scores_gemma":[0.00002303343,0.00004510647,0.0006274288,0.0002877846,0.000005030625,0.0003530228,0.0005328643,0.00002704805,0.00008617521,0.008976141,0.9890287,0.000007591289],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003609772,0.005506158,0.002493376,0.06695651,0.01389218,0.0004505651,0.0008252863,0.0002153828,0.9060507],"genre_scores_gemma":[0.03227311,0.006173688,0.00260484,0.04909104,0.002640731,0.0005467071,0.00124867,0.0001946914,0.9052266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3000125,"threshold_uncertainty_score":0.9984472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08914629562634957,"score_gpt":0.4208181290356317,"score_spread":0.3316718334092821,"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."}}