{"id":"W4379741126","doi":"10.1353/esc.2009.a404818","title":"Smarty Pants","year":2009,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suspect; Intellect; Aesthetics; Art; Art history; Visual arts; Sociology; History; Philosophy; Criminology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001868236,0.00006728596,0.0001267807,0.00001434008,0.0002574119,0.00001520639,0.0001231699,0.00002627008,0.0001235567],"category_scores_gemma":[0.0006146015,0.00005679303,0.00001260284,0.0002306343,0.00006892239,0.00006845163,0.00002470143,0.0001061733,0.000001158771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556033,"about_ca_system_score_gemma":0.001092754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9526079,"about_ca_topic_score_gemma":0.9988708,"domain_scores_codex":[0.9991549,0.00003752474,0.0001342037,0.0001182023,0.0002664541,0.0002886742],"domain_scores_gemma":[0.9996578,0.00007380726,0.0000272064,0.0000621864,0.0001150062,0.00006401319],"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":[0.000001764018,0.000005238867,0.01602984,0.000001357235,0.00001099176,0.00003061978,0.01778191,0.000006630379,2.805817e-7,0.0005010511,0.9488869,0.01674336],"study_design_scores_gemma":[0.00009031668,0.000006029381,0.0221781,0.00001679464,0.000001648127,8.80034e-8,0.1072398,5.138631e-7,0.00001020701,0.0001814101,0.8701833,0.00009180587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7454551,0.003136512,2.979247e-7,0.01457734,0.004957184,0.0002560595,0.000008495716,0.00005637892,0.2315526],"genre_scores_gemma":[0.9874123,0.0005521047,0.00002672925,0.0008791745,0.0003278458,0.000004901015,0.000001001625,0.000001775297,0.01079411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2419572,"threshold_uncertainty_score":0.4068972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07137409868174055,"score_gpt":0.3207129895287121,"score_spread":0.2493388908469716,"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."}}