{"id":"W4241928947","doi":"10.2979/victorianstudies.59.3.37","title":"","year":2017,"lang":"","type":"article","venue":"Victorian Studies","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.003185095,0.001696804,0.005948288,0.0004216799,0.02665788,0.003227405,0.00343555,0.0007040983,0.0001201729],"category_scores_gemma":[0.004592307,0.002055613,0.001440584,0.0001973391,0.003843487,0.003379949,0.004033894,0.0008937576,0.001076822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453913,"about_ca_system_score_gemma":0.0001036884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946623,"about_ca_topic_score_gemma":0.003656999,"domain_scores_codex":[0.9895272,0.00009093059,0.004178721,0.003056208,0.0001662909,0.002980598],"domain_scores_gemma":[0.9871697,0.0004915557,0.007051426,0.00414043,0.0004493105,0.000697506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001877515,0.0002843319,0.6758528,0.0004316644,0.008346234,0.00006762215,0.07362175,0.00001160476,0.00000295698,0.2366363,0.002776654,0.001780355],"study_design_scores_gemma":[0.006089636,0.0007616256,0.4546593,0.0003807679,0.00025152,0.000005668247,0.02987642,0.00006115087,0.00003309874,0.1317611,0.3735272,0.002592443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6379234,0.2317983,0.00008432151,0.03088102,0.04979704,0.00122203,0.0009517475,0.0001455955,0.04719656],"genre_scores_gemma":[0.7927681,0.1887496,0.0001598344,0.0004396816,0.009037917,0.0002261609,0.000005904539,0.0001334468,0.008479308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3707506,"threshold_uncertainty_score":0.999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357853829611622,"score_gpt":0.3144260690639112,"score_spread":0.1786406861027491,"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."}}