{"id":"W4237173293","doi":"10.2523/86840-ms","title":"Development of a Risk Perception Web Portal and Training Tool","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Exhibition; World Wide Web; Library science; Computer science; Engineering; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001432788,0.0001163455,0.0002345777,0.0002723871,0.0001371102,0.00006604498,0.00006214432,0.00005096292,0.00002881575],"category_scores_gemma":[0.0001869163,0.0000986497,0.00001939732,0.0001085242,0.0001379117,0.0005690964,0.00004098619,0.0001078453,0.000001944699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004226302,"about_ca_system_score_gemma":0.00005454808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005434791,"about_ca_topic_score_gemma":0.00007715884,"domain_scores_codex":[0.9982808,0.00001828321,0.0007116156,0.0003958195,0.0004909759,0.0001025657],"domain_scores_gemma":[0.9993315,0.00003483057,0.0004137161,0.00004650514,0.0000962037,0.00007721703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002253613,0.00005638555,0.001136972,0.00002493866,0.00001025046,1.324311e-7,0.01659973,0.00018647,0.0008855753,0.006568246,0.000005172153,0.9743007],"study_design_scores_gemma":[0.001469946,0.0003553275,0.02696225,0.0002514651,0.00001863484,0.00002345118,0.05296292,0.003474087,0.0004971178,0.9111673,0.00256191,0.0002556064],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.831144,0.0001703629,0.0005898212,0.166839,0.0001110921,0.00009106418,0.00001041059,0.000007549031,0.001036636],"genre_scores_gemma":[0.6328081,0.3622494,0.004745486,0.00004151604,0.00004795872,0.000008230269,0.00001149122,0.000003847288,0.00008393051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9740452,"threshold_uncertainty_score":0.4022818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105330183234585,"score_gpt":0.3254830329445775,"score_spread":0.2201528497099925,"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."}}