{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006206558,0.0005498531,0.0006365217,0.002118925,0.0004037973,0.000175382,0.0008973136,0.0005055715,0.0002242934],"category_scores_gemma":[0.0004272728,0.0005588021,0.0002069916,0.003180779,0.0006560557,0.0008291992,0.00001294401,0.002947865,0.0007016633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005098339,"about_ca_system_score_gemma":0.0006408325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007324718,"about_ca_topic_score_gemma":0.04399939,"domain_scores_codex":[0.989859,0.0008212288,0.001344717,0.001044957,0.004667013,0.002263096],"domain_scores_gemma":[0.9952216,0.0009931846,0.0000815014,0.0007063868,0.001737362,0.001260015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004173693,0.001391106,0.5213013,0.001524959,0.0002771359,0.001928216,0.03661866,0.3235676,0.001186476,0.0150852,0.07683302,0.01611258],"study_design_scores_gemma":[0.004650116,0.001141354,0.9256086,0.0004438867,0.00002245076,0.000001073461,0.01458815,0.002683646,0.002217953,0.001571585,0.04613654,0.0009345784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804295,0.0003880534,0.0005463126,0.001083153,0.000434758,0.001638889,0.0005149574,0.0007599175,0.01420445],"genre_scores_gemma":[0.9964294,0.0004506931,0.000887258,0.00004659834,0.000315864,0.0003067312,0.0005973405,0.0001688132,0.0007972693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4043073,"threshold_uncertainty_score":0.9996864,"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."}}