{"id":"W3124782544","doi":"10.55016/ojs/sppp.v6i1.42442","title":"Grasping at Straws: Comments on the Alberta Pipeline Safety Review","year":2013,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pipeline (software); Forensic engineering; Engineering; Aeronautics; Environmental science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04250625,0.001593372,0.002167681,0.004670992,0.008278246,0.01119689,0.008945303,0.04873893,0.0111562],"category_scores_gemma":[0.1385956,0.001663299,0.003044996,0.006268452,0.005939678,0.006752847,0.003951845,0.03100751,0.007782233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03167767,"about_ca_system_score_gemma":0.09073552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.287691,"about_ca_topic_score_gemma":0.4532117,"domain_scores_codex":[0.9601816,0.005920134,0.003923994,0.002453026,0.02324169,0.004279492],"domain_scores_gemma":[0.8546534,0.04034315,0.00736446,0.003198698,0.0833976,0.01104268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000821136,0.000003409302,0.00004020671,0.00008666381,0.000004759959,0.00006405357,0.00005850957,0.00001643818,0.00003382727,0.0004187161,0.9971636,0.002101598],"study_design_scores_gemma":[0.00001693524,0.00001279124,0.0004795116,0.0005867124,0.0000186957,0.0000512391,0.0002102464,0.00002641356,0.00005705258,0.0003475574,0.9981523,0.00004045075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001892887,0.01032459,0.0002125836,0.8940496,0.08825334,0.00009735701,0.0003018791,0.0001485983,0.006422786],"genre_scores_gemma":[0.001432349,0.005222313,0.0004911638,0.9478142,0.01996742,0.0001236203,0.0002075597,0.0001227294,0.02461869],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.712309,"threshold_uncertainty_score":0.5720329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258650185056987,"score_gpt":0.2561029722374755,"score_spread":0.2335164703869056,"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."}}