{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001589323,0.0002419887,0.000271043,0.00005740375,0.00005041858,0.00006786334,0.0002441746,0.0002807663,0.002641831],"category_scores_gemma":[0.0000410625,0.0001900515,0.00008903343,0.0002650149,0.0001370292,0.00006604709,0.00005197738,0.0001807211,0.003643103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000047372,"about_ca_system_score_gemma":0.00005596864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004230836,"about_ca_topic_score_gemma":0.000009154423,"domain_scores_codex":[0.9984644,0.0001532548,0.0002318479,0.0004561298,0.0002109254,0.0004834478],"domain_scores_gemma":[0.9989107,0.00003686782,0.0000746123,0.0005062253,0.00008105309,0.0003905976],"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":[0.000830913,0.002883915,0.09654538,0.00001715646,0.0004099925,0.0003429339,0.002474005,0.00005081065,0.00001325159,0.3993192,0.4374211,0.05969137],"study_design_scores_gemma":[0.004798315,0.0007864124,0.1016108,0.00001963735,0.00005163795,0.0000176228,0.0007909017,0.0001282023,0.000005073731,0.02622658,0.8651999,0.0003649486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1689774,0.002352052,0.0001560182,0.001957206,0.001545008,0.0001752725,0.0001858174,0.000108348,0.8245429],"genre_scores_gemma":[0.9819331,0.0001937766,0.0003125099,0.001837502,0.0003371123,0.00003132642,0.00006991709,0.00003214165,0.01525267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8129557,"threshold_uncertainty_score":0.9982699,"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."}}