{"id":"W2053258410","doi":"10.2466/pms.2003.97.1.129","title":"An Information Theory Analysis of Duration of Lifeguards' Scanning","year":2003,"lang":"en","type":"article","venue":"Perceptual and Motor Skills","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Alberta","funders":"","keywords":"Duration (music); Computer science; Psychology; Medical emergency; Medicine; Physics","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":[0.002139939,0.0001779373,0.0002747125,0.001925143,0.000317998,0.0006431558,0.0002931559,0.0003150603,0.00191436],"category_scores_gemma":[0.02023204,0.000210383,0.0004109694,0.001285095,0.0006033665,0.0007857031,0.0005035513,0.0003499498,0.0001567398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008537414,"about_ca_system_score_gemma":0.0004497277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003703454,"about_ca_topic_score_gemma":0.002467513,"domain_scores_codex":[0.999185,0.000245048,0.00007499123,0.0001592968,0.0002598105,0.00007582117],"domain_scores_gemma":[0.9739755,0.01982935,0.002702173,0.001009829,0.001971934,0.0005110952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005356245,0.0003632705,0.6958036,0.0005045888,0.000479752,0.0008027429,0.008816944,0.02144444,0.06096512,0.01819463,0.00125071,0.186018],"study_design_scores_gemma":[0.00002855875,0.0007646431,0.9243202,0.00003242704,0.00009844403,0.000570532,0.001251061,0.06013542,0.007047355,0.004592935,0.001071537,0.0000868706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779339,0.0001709867,0.01919441,0.00004518107,0.000004570282,0.0000307034,0.0002849533,0.00005301187,0.002282242],"genre_scores_gemma":[0.9963111,0.00003161061,0.003260113,0.000006216061,0.000003472803,0.00001966753,0.0002007721,0.000006998497,0.0001599368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003703454,"threshold_uncertainty_score":0.01131725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099629601938023,"score_gpt":0.3237178231234881,"score_spread":0.3127215271041079,"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."}}