{"id":"W2326190330","doi":"10.1115/ipc2012-90423","title":"PIRAM: Pipeline Ice Risk Assessment and Mitigation Program Overview","year":2012,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Keel; Pipeline (software); Risk management; Risk assessment; Marine engineering; Ridge; Engineering; Pipeline transport; Environmental science; Risk analysis (engineering); Civil engineering; Computer science; Geology; Mechanical engineering; Structural engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004611203,0.0007361198,0.0003751797,0.002275522,0.000471577,0.001032037,0.001515048,0.0006378857,0.01431505],"category_scores_gemma":[0.002950537,0.0003840542,0.0004328769,0.0009970051,0.0001803261,0.00118209,0.0018159,0.0007772349,0.005065537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009427696,"about_ca_system_score_gemma":0.005176934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004946927,"about_ca_topic_score_gemma":0.005794329,"domain_scores_codex":[0.9989768,0.0002210176,0.00003268658,0.0000753814,0.0005791997,0.0001149167],"domain_scores_gemma":[0.9983346,0.000171682,0.000169561,0.0001941272,0.0008814703,0.0002485519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005988736,0.0008838429,0.01343502,0.0008026147,0.00008792237,0.0002636687,0.0002334051,0.03945259,0.01003301,0.01138071,0.299893,0.6229354],"study_design_scores_gemma":[0.0002208541,0.000905766,0.0171498,0.0004074925,0.00006814455,0.0003146921,0.0001322567,0.04447229,0.01521811,0.00481538,0.9162337,0.00006144043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07359139,0.00593799,0.3206806,0.01193639,0.000700374,0.009199668,0.06215058,0.04068061,0.4751225],"genre_scores_gemma":[0.2152396,0.007111764,0.5017176,0.002099209,0.0005886934,0.008326881,0.1074021,0.003247355,0.1542668],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01431505,"threshold_uncertainty_score":0.04788858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969654914598217,"score_gpt":0.3052458038734113,"score_spread":0.2855492547274291,"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."}}