{"id":"W2249720264","doi":"","title":"When Certainty is Far From Certain","year":2011,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certainty; Timeline; Jurisdiction; Process (computing); Vetting; Work (physics); Enforcement; Political science; Legal certainty; Business; Operations research; Engineering; Environmental planning; Law; Computer science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05954236,0.0007264297,0.001369833,0.002143252,0.01452403,0.02554667,0.004248868,0.01932713,0.01749777],"category_scores_gemma":[0.161057,0.001144005,0.0009618363,0.0016651,0.06955767,0.04956572,0.01709886,0.03007457,0.002661776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01707846,"about_ca_system_score_gemma":0.01914568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02208837,"about_ca_topic_score_gemma":0.01316384,"domain_scores_codex":[0.9256202,0.03324802,0.004858172,0.009310471,0.01933583,0.007627282],"domain_scores_gemma":[0.9067608,0.06115501,0.006073872,0.007580464,0.0127447,0.005685132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004525195,0.00002276969,0.001216152,0.0001477263,0.00002767584,0.0009279993,0.01890186,0.0004016475,0.0001036612,0.9139438,0.04521571,0.0190457],"study_design_scores_gemma":[0.00002193755,0.00002111336,0.0003866065,0.0005952123,0.00001315919,0.0005488839,0.01671076,0.0002687595,0.0001986685,0.7614709,0.2197003,0.00006369605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01571924,0.01172243,0.02342138,0.6521686,0.003789617,0.0001256618,0.0002443847,0.000156227,0.2926525],"genre_scores_gemma":[0.8000376,0.006839727,0.004796461,0.1702236,0.002826724,0.0002089908,0.0001963833,0.0002880754,0.01458248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05954236,"threshold_uncertainty_score":0.3148938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08583830270481221,"score_gpt":0.2988190987815582,"score_spread":0.212980796076746,"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."}}