{"id":"W2810709896","doi":"10.2495/safe-v8-n3-406-412","title":"Human safety in a man-made ecosystem","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Science Foundation","keywords":"Ecosystem; Occupational safety and health; Poison control; Human factors and ergonomics; Environmental science; Environmental resource management; Environmental health; Ecology; Medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007634265,0.0003221974,0.0002203037,0.000685924,0.001743865,0.001942524,0.0004063247,0.0005944785,0.002826351],"category_scores_gemma":[0.001268496,0.000124777,0.0002561837,0.0004663848,0.002307916,0.001949451,0.002236147,0.0003743435,0.0004529696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175913,"about_ca_system_score_gemma":0.001822039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543738,"about_ca_topic_score_gemma":0.004333295,"domain_scores_codex":[0.999293,0.0003454325,0.00002154212,0.0001004144,0.0001481007,0.00009155249],"domain_scores_gemma":[0.9991055,0.0002931939,0.0001704219,0.00008384451,0.000201809,0.0001452509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001944109,0.002277382,0.4062181,0.003221423,0.0009222305,0.007134865,0.03181713,0.03687448,0.04447071,0.1184066,0.006810035,0.3399029],"study_design_scores_gemma":[0.0001687618,0.00695118,0.4083666,0.002015158,0.0006661846,0.003835325,0.1240427,0.02804671,0.03188817,0.2041915,0.1895009,0.0003267854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479975,0.002158696,0.007763064,0.001307853,0.0001119813,0.0000692528,0.0001264126,0.00004056895,0.04042471],"genre_scores_gemma":[0.9957925,0.0007494749,0.001353628,0.0001027984,0.00001903138,0.0000188856,0.0000352705,0.000003346598,0.001925109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002826351,"threshold_uncertainty_score":0.009455144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008218190587681818,"score_gpt":0.2946392055134608,"score_spread":0.286421014925779,"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."}}