{"id":"W7019607607","doi":"","title":"Heavy Traffic Expected at Cal Poly Sept. 19","year":2005,"lang":"en","type":"article","venue":"DigitalCommons@CalPoly","topic":"Safety and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traffic congestion; Administration (probate law); Quarter (Canadian coin); Heavy traffic; Work (physics); Boulevard","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002070666,0.0004603277,0.0004147926,0.0003999499,0.0004780378,0.0006126132,0.0006058087,0.0001538127,0.0006614325],"category_scores_gemma":[0.00007827328,0.0004183691,0.00032011,0.0007805777,0.0001573207,0.001864186,0.0006287041,0.0002430051,0.005050509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965057,"about_ca_system_score_gemma":0.00002679613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083331,"about_ca_topic_score_gemma":0.0007089287,"domain_scores_codex":[0.9974052,0.00001705828,0.0005841382,0.0006196278,0.0005509519,0.0008230634],"domain_scores_gemma":[0.9988653,0.00008509007,0.0002249416,0.0006637033,0.00007641285,0.00008456605],"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":[0.0006221314,0.001435091,0.01191072,0.000211226,0.0003074008,0.0001791808,0.0002784234,0.001391393,0.0001326407,0.07022477,0.5765659,0.3367412],"study_design_scores_gemma":[0.001218818,0.00002264281,0.01142982,0.00003935773,0.00007448278,0.00001253916,0.0002540026,0.00312372,0.0001357657,0.0002322452,0.982796,0.000660571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5252431,0.001699831,0.0002295848,0.01263704,0.0007543104,0.0006000262,0.00002417562,0.001263802,0.4575481],"genre_scores_gemma":[0.9858744,0.00002393966,0.0001725954,0.006274239,0.002149401,0.00004944933,0.0002116609,0.00008380877,0.005160467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4606313,"threshold_uncertainty_score":0.9998268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178068145777612,"score_gpt":0.2238780125963511,"score_spread":0.2060711980185899,"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."}}