{"id":"W2464648083","doi":"10.5840/chesterton2016421/266","title":"Letter from Toronto","year":2016,"lang":"en","type":"letter","venue":"The Chesterton Review","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Media studies; Art; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044922,0.0002177728,0.0004408674,0.000006212274,0.0005519352,0.00006200989,0.0005916248,0.0002717913,0.003637569],"category_scores_gemma":[0.00006247821,0.0001010691,0.000304292,0.00006173075,0.0003343158,0.0001303754,0.0001108994,0.0003854738,0.0006487757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211689,"about_ca_system_score_gemma":0.00008039079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006639733,"about_ca_topic_score_gemma":0.003155387,"domain_scores_codex":[0.9981364,0.0004655722,0.0002833737,0.0002780246,0.0004565243,0.0003801188],"domain_scores_gemma":[0.998727,0.0003558041,0.0001919119,0.0006163385,0.00006850147,0.0000404936],"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":[3.461804e-7,0.000001367966,0.000001647351,0.0002232261,0.00004412039,0.00001430476,0.0006005537,1.065865e-9,4.51289e-7,0.0001367569,0.9877853,0.01119197],"study_design_scores_gemma":[0.0000376167,0.000003949411,0.00001641435,0.003082661,0.0001794282,7.882767e-7,0.00002132357,2.36141e-8,5.011785e-7,0.0002745117,0.9962012,0.0001816202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000001139366,0.2222492,0.000003917711,0.7138871,0.0007708437,0.0004424665,0.00003391904,0.00004054269,0.06257086],"genre_scores_gemma":[0.000005985358,0.1970975,0.000009629936,0.7402609,0.01931313,0.00006697216,0.00003148753,0.00002028494,0.04319411],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02637383,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04135138869194503,"score_gpt":0.3209276677971383,"score_spread":0.2795762791051932,"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."}}