{"id":"W4296406063","doi":"","title":"A Contribution to Situation Awareness Analysis: Understanding how mismatched expectations affect road safety","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Affect (linguistics); Psychology; Risk analysis (engineering); Business; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003205758,0.000464142,0.0003571248,0.001247156,0.0008627722,0.004456318,0.0008396839,0.001200304,0.003306974],"category_scores_gemma":[0.02249404,0.0003622206,0.0006938401,0.000535039,0.001505909,0.005339494,0.002122893,0.001282125,0.0003868138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439414,"about_ca_system_score_gemma":0.001356194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358015,"about_ca_topic_score_gemma":0.002477481,"domain_scores_codex":[0.9974313,0.001476433,0.0001533367,0.0003022885,0.0004065975,0.0002299067],"domain_scores_gemma":[0.9813075,0.01294642,0.002457157,0.0008294861,0.001721141,0.0007382528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006552663,0.0009455102,0.3234694,0.001534093,0.0003317121,0.001770471,0.3918897,0.003900314,0.006148221,0.02533082,0.002411625,0.2416129],"study_design_scores_gemma":[0.00004130939,0.001352584,0.4463695,0.001177431,0.0005133427,0.002309565,0.4127207,0.02729562,0.005516983,0.08201139,0.02025094,0.0004406514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558819,0.001330543,0.02421746,0.00173945,0.00007405194,0.00005807787,0.0001106569,0.00007234624,0.01651556],"genre_scores_gemma":[0.9972699,0.0002223412,0.002007164,0.00007456651,0.00001189974,0.00002137281,0.00003648576,0.000009960107,0.0003463264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004456318,"threshold_uncertainty_score":0.01695389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05200807785343768,"score_gpt":0.3245417557800069,"score_spread":0.2725336779265692,"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."}}