{"id":"W4241604261","doi":"10.1080/19359705.2010.488574","title":"Reflecting","year":2010,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Mental Health","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Psychology","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":[0.002596521,0.0004586702,0.0002637377,0.0008590865,0.005598397,0.00900046,0.001174219,0.002435091,0.2401289],"category_scores_gemma":[0.01280199,0.0002396101,0.0004403638,0.000670818,0.002323929,0.003928139,0.004544103,0.004999466,0.09229218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752268,"about_ca_system_score_gemma":0.00449022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008508253,"about_ca_topic_score_gemma":0.01292621,"domain_scores_codex":[0.9961081,0.0008759068,0.0001224327,0.0005956896,0.001590119,0.0007077107],"domain_scores_gemma":[0.9948379,0.0006925837,0.0002100543,0.001041933,0.002143848,0.001073716],"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":[0.0000526888,0.00006101839,0.00175954,0.00006303211,0.000007537666,0.0001686431,0.008937642,0.00004658457,0.0009993116,0.223343,0.6742525,0.0903085],"study_design_scores_gemma":[0.000003271267,0.000006641355,0.0006268569,0.00003600754,0.000002105523,0.00007438812,0.002726505,0.00001588623,0.0002560312,0.005796553,0.990449,0.000006764004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00418086,0.0003116552,0.002865817,0.02664593,0.003284422,0.00008903984,0.0004576729,0.0002198591,0.9619447],"genre_scores_gemma":[0.03060351,0.0003050432,0.001144333,0.01305619,0.0003956964,0.00008346856,0.0003500057,0.0002177496,0.953844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2401289,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06612362625393627,"score_gpt":0.4412372311200762,"score_spread":0.3751136048661399,"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."}}