{"id":"W566541900","doi":"","title":"A REVIEW OF BRITISH COLUMBIA'S PEDESTRIAN SIGNALS","year":2002,"lang":"en","type":"review","venue":"","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Transport engineering; Computer science; Engineering; Operations research; Geography","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":["insufficient_payload"],"category_scores_codex":[0.0006461492,0.0002713117,0.003249436,0.0000619627,0.00003895446,0.00005661157,0.0005442188,0.0004440716,0.1666641],"category_scores_gemma":[0.0001260457,0.0003716449,0.001231306,0.0005231734,0.00007602756,0.00003177668,0.00007543994,0.0004355554,0.001856469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000318178,"about_ca_system_score_gemma":0.00008537097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058167,"about_ca_topic_score_gemma":0.0009071599,"domain_scores_codex":[0.9968664,0.0005157296,0.001421904,0.0005894484,0.0002217312,0.000384778],"domain_scores_gemma":[0.9978008,0.0003445077,0.0009217455,0.0007119551,0.00009234952,0.0001286214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.452688e-7,0.00004831046,8.109367e-7,0.09530766,0.0001151073,0.00004531938,0.000004920485,4.587121e-10,3.023653e-9,0.00001407749,0.3788745,0.5255892],"study_design_scores_gemma":[0.0001124787,0.00005707314,0.000004028758,0.2413582,0.000715139,0.000286201,0.000007189012,2.679579e-8,7.208094e-10,0.00001361561,0.7571729,0.0002730872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.157752e-8,0.8096694,0.00001469603,0.00001263802,0.0003256372,0.001086111,0.0001911125,0.00006482052,0.1886356],"genre_scores_gemma":[8.036837e-8,0.856263,0.00007158472,0.0005349387,0.0001656722,0.0001802958,0.00008556237,0.00007101693,0.1426278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5253161,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08967962803668125,"score_gpt":0.371179993626426,"score_spread":0.2815003655897447,"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."}}