{"id":"W4249851478","doi":"10.18192/jpp.v16i2.5416","title":"Cover Art","year":2007,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Political science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001214132,0.0001136662,0.0004068941,0.0003613104,0.00006267311,0.000021929,0.0001681401,0.00005779468,0.0003140093],"category_scores_gemma":[0.0003544902,0.0001061642,0.0001958758,0.0001832551,0.00004584074,0.0001288994,0.00002778181,0.0002896023,0.001270673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048766,"about_ca_system_score_gemma":0.00002347517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000439527,"about_ca_topic_score_gemma":0.000007214436,"domain_scores_codex":[0.9987511,0.00000671958,0.0007687374,0.0001320432,0.00007860769,0.0002627795],"domain_scores_gemma":[0.9987925,0.000140286,0.0007061985,0.0001588363,0.0000597267,0.000142486],"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":[0.0002810165,0.0005185069,0.0843736,0.00002141422,0.0003151363,0.0001405401,0.001550518,0.0001135794,0.0002527264,0.0948482,0.8110253,0.00655949],"study_design_scores_gemma":[0.001530131,0.0003785007,0.03764939,0.0000300766,0.00001587464,0.00004079108,0.0002983341,0.0000268373,0.0004892329,0.003705746,0.9556546,0.0001805323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4968189,0.005125811,0.04475369,0.01065347,0.003896279,0.0002204692,0.00002685755,0.00003215379,0.4384724],"genre_scores_gemma":[0.9851292,0.0004298278,0.002957158,0.0008961633,0.000502912,0.000001140739,8.932212e-7,0.0000205231,0.01006221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4883102,"threshold_uncertainty_score":0.999507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949882328814894,"score_gpt":0.2533130321770183,"score_spread":0.2238142088888694,"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."}}