{"id":"W4252234799","doi":"10.26522/ti.v2i1.744","title":"Untitled","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001367626,0.0007694044,0.0004400184,0.002075961,0.001776684,0.009458088,0.001481528,0.001463658,0.4444835],"category_scores_gemma":[0.02100111,0.0003835517,0.0005224192,0.002660412,0.001862493,0.00673297,0.00264093,0.003482233,0.2265502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208989,"about_ca_system_score_gemma":0.003048354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01550539,"about_ca_topic_score_gemma":0.02375434,"domain_scores_codex":[0.9981003,0.000210934,0.00007668004,0.0002625274,0.001139233,0.0002102979],"domain_scores_gemma":[0.9915562,0.001640759,0.0004187945,0.001732991,0.004242309,0.0004089221],"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":[0.00009388178,0.0000241884,0.0003428352,0.0002236212,0.000006148805,0.00008467279,0.0005579192,0.0001101171,0.000459737,0.01364294,0.9116134,0.07284052],"study_design_scores_gemma":[0.00001281262,0.00001178116,0.0006153629,0.0001910537,0.00000777988,0.00008943616,0.0006893,0.0003409327,0.0006462939,0.005961401,0.9914062,0.0000276555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005304687,0.00179274,0.01052565,0.02297714,0.0322491,0.0001525886,0.03379926,0.008161335,0.8850375],"genre_scores_gemma":[0.02787071,0.00110309,0.005500787,0.006457258,0.002324002,0.0001268141,0.01181144,0.007022582,0.9377832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5555165,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690769337666607,"score_gpt":0.1734078337998117,"score_spread":0.1365001404231456,"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."}}