{"id":"W4415493032","doi":"10.3389/frym.2025.1570571","title":"The Secret Behind Your Physical Safety: How Computers Help","year":2025,"lang":"","type":"article","venue":"Frontiers for Young Minds","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Michael Smith Health Research BC; Natural Sciences and Engineering Research Council of Canada; Craig H. Neilsen Foundation","keywords":"Need to know; Human body; Computer users; 3d model; Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003261773,0.001346947,0.0005974145,0.001853464,0.003352937,0.008808627,0.001585254,0.004769875,0.02341008],"category_scores_gemma":[0.01758814,0.0005945893,0.0006532531,0.001047438,0.0121407,0.01676878,0.005034233,0.005020761,0.01379055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655195,"about_ca_system_score_gemma":0.002249803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355081,"about_ca_topic_score_gemma":0.002399778,"domain_scores_codex":[0.9970029,0.00140606,0.0001102555,0.0004616614,0.0006992672,0.0003197982],"domain_scores_gemma":[0.9912752,0.005042732,0.0003852963,0.0006703219,0.001540141,0.001086339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002003816,0.0002618746,0.004730112,0.001352941,0.0001215134,0.0004154023,0.01737236,0.001239738,0.001484345,0.2763965,0.3582351,0.3381897],"study_design_scores_gemma":[0.00003888015,0.0001036227,0.001223662,0.001299174,0.00003786586,0.0004066874,0.006282423,0.0005746775,0.0007046369,0.2212445,0.7680005,0.00008328079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01833361,0.1121092,0.05327763,0.4305406,0.0141877,0.0001358816,0.0004502655,0.001939319,0.369026],"genre_scores_gemma":[0.4931377,0.1252046,0.06398971,0.1085846,0.008367551,0.0004655259,0.0006770171,0.002142007,0.1974313],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02341008,"threshold_uncertainty_score":0.07831454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550092764503765,"score_gpt":0.3286080102096958,"score_spread":0.3131070825646581,"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."}}