{"id":"W590254716","doi":"10.17077/drivingassessment.1456","title":"Developing a North American Static Hazard Perception Test","year":2011,"lang":"en","type":"article","venue":"","topic":"Traffic and Road Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cronbach's alpha; Clutter; Hazard; Test (biology); Reliability (semiconductor); Computer science; Perception; Applied psychology; Psychology; Artificial intelligence; Clinical psychology; Psychometrics; Telecommunications; Radar","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001557726,0.0003894134,0.0003439955,0.0006640595,0.0008051099,0.000700368,0.0005785038,0.000395241,0.004409066],"category_scores_gemma":[0.003324717,0.0002719036,0.0002945089,0.0004209876,0.0002841203,0.0007146682,0.0006843194,0.0006651161,0.002021446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008155094,"about_ca_system_score_gemma":0.001566831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02776435,"about_ca_topic_score_gemma":0.07859737,"domain_scores_codex":[0.9993833,0.00006103866,0.00006131742,0.00009125662,0.0003243716,0.00007856743],"domain_scores_gemma":[0.9969572,0.0003566959,0.0002419266,0.000155153,0.001972354,0.0003166673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003105237,0.002295897,0.8008534,0.00006292069,0.00005048741,0.0002845647,0.004548333,0.0006516836,0.008963856,0.0005000734,0.01192743,0.1695508],"study_design_scores_gemma":[0.00002562752,0.0009126957,0.9821495,0.00002440756,0.00001982115,0.0003006148,0.001933208,0.001556388,0.00192254,0.0002453568,0.01088304,0.00002665753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9814171,0.00008148113,0.002417181,0.0001445637,0.00004899479,0.0004964052,0.0005144199,0.0001105567,0.01476921],"genre_scores_gemma":[0.9693761,0.0003506251,0.0117505,0.0003018856,0.00002230673,0.0008040752,0.002258796,0.00003897704,0.01509666],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02776435,"threshold_uncertainty_score":0.05520546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308828964361611,"score_gpt":0.2092087253420752,"score_spread":0.186120435698459,"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."}}