{"id":"W1993447339","doi":"10.1016/j.psep.2013.07.001","title":"Combustion products toxicity risk assessment in an offshore installation","year":2013,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk assessment; Hazardous waste; Submarine pipeline; Environmental science; Combustion; Waste management; Risk analysis (engineering); Risk-based testing; Environmental engineering; Engineering; Computer science; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476278,0.0001678275,0.0002325351,0.0002116436,0.000406707,0.0001657742,0.0001659088,0.0001202004,0.0003736376],"category_scores_gemma":[0.0001787809,0.0001362518,0.00004066085,0.000523216,0.0001150718,0.002073493,0.00006349511,0.0003322865,0.00006949753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156469,"about_ca_system_score_gemma":0.00002047947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799041,"about_ca_topic_score_gemma":0.0002413634,"domain_scores_codex":[0.9974964,0.0003405889,0.0005875834,0.0006291398,0.0007423526,0.0002039813],"domain_scores_gemma":[0.9992195,0.00004927223,0.0003002204,0.0002879658,0.00004682998,0.0000962304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002540358,0.0005236243,0.2706946,0.00003018585,0.00001884391,0.000001198461,0.001451274,0.09780537,0.006227719,0.00006412729,0.000009594895,0.6229194],"study_design_scores_gemma":[0.0004187053,0.0001885268,0.7349211,0.0000110441,0.00001492213,0.000004918851,0.002430227,0.2396322,0.0009306205,0.02106857,0.0001842576,0.0001949044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947477,0.00005867666,0.04975917,0.001285564,0.00005982264,0.0008579923,0.00001317243,0.00003224302,0.0004563399],"genre_scores_gemma":[0.9988894,0.0004205652,0.000344759,0.00003542321,0.00004911359,0.00009707591,0.0000435881,0.000009700337,0.0001103335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6227245,"threshold_uncertainty_score":0.5556188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201904951663784,"score_gpt":0.2968560031381455,"score_spread":0.2648369536215077,"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."}}