{"id":"W2160779748","doi":"","title":"PEDESTRIAN FATAL CRASHES ON FREEWAYS IN TEXAS","year":2015,"lang":"en","type":"article","venue":"Transportation Research Board 94th Annual MeetingTransportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Crash; Transport engineering; Quarter (Canadian coin); Poison control; Hazard; Engineering; Geography; Environmental health; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003867139,0.000312009,0.0001216482,0.001747501,0.00113286,0.0006773572,0.0005168811,0.0002756967,0.00252509],"category_scores_gemma":[0.000945601,0.0002980002,0.0003367495,0.001168148,0.0002986735,0.0006684752,0.001129641,0.0003759321,0.000278644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865365,"about_ca_system_score_gemma":0.001050935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06844217,"about_ca_topic_score_gemma":0.1362416,"domain_scores_codex":[0.9995962,0.0000758984,0.00004415658,0.00008586474,0.000104525,0.00009331994],"domain_scores_gemma":[0.9986804,0.00009717629,0.0007228387,0.00006244113,0.0002306862,0.0002063624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001754696,0.0001184398,0.9838843,0.00006232971,0.00005170928,0.0007679444,0.00132437,0.0002596945,0.0003684808,0.00008413415,0.002554759,0.01034833],"study_design_scores_gemma":[0.000005158618,0.0001166529,0.9958146,0.00003085154,0.00001480162,0.0003945073,0.002226687,0.0001805544,0.0001557454,0.00003024011,0.001020515,0.0000096705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977748,0.0001525062,0.00008140353,0.00005565333,0.0000131776,0.00002057423,0.0009832141,0.00001186725,0.0009067257],"genre_scores_gemma":[0.9967511,0.0003235006,0.0001230044,0.00006024385,0.00001998923,0.00002558052,0.001631299,0.000003664295,0.001061619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06844217,"threshold_uncertainty_score":0.1360876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08360982427684334,"score_gpt":0.3535146124310489,"score_spread":0.2699047881542055,"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."}}