{"id":"W4240633669","doi":"10.4000/laboreal.3832","title":"Modelo","year":2015,"lang":"es","type":"article","venue":"Laboreal","topic":"Psychological Treatments and Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003133905,0.001254914,0.0007620499,0.001990749,0.002224656,0.007984901,0.003727045,0.003377696,0.2211051],"category_scores_gemma":[0.01259969,0.0005430828,0.001922212,0.002414579,0.001796798,0.006980464,0.004013713,0.00275139,0.05019804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003673195,"about_ca_system_score_gemma":0.007182378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141205,"about_ca_topic_score_gemma":0.00910382,"domain_scores_codex":[0.9974988,0.0009674826,0.000125508,0.0006312357,0.0005246762,0.0002524031],"domain_scores_gemma":[0.9966397,0.001506389,0.0002256839,0.0005614838,0.0008143886,0.0002521751],"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":[0.0002763834,0.0002162101,0.003210994,0.0007345567,0.0001095023,0.0003935727,0.001963449,0.005084187,0.000311387,0.7530338,0.1293425,0.1053234],"study_design_scores_gemma":[0.0001443596,0.00008872019,0.001298213,0.0007250138,0.0001004435,0.0004228218,0.001815137,0.01667267,0.0002687791,0.3098192,0.6685919,0.00005276527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008794276,0.002484755,0.1657462,0.02080324,0.001954789,0.00183757,0.01375489,0.002794394,0.7818298],"genre_scores_gemma":[0.3116742,0.004510428,0.1705027,0.008238553,0.0008116901,0.004999865,0.01924595,0.001517443,0.4784992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7788949,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027972200276963,"score_gpt":0.3937604835005825,"score_spread":0.2909632634728862,"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."}}