{"id":"W2799784052","doi":"10.7939/r30z71970","title":"A Novel Approach to the Strain Based Analysis of Dented Pipelines","year":2017,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Strain (injury); Computer science; Pipeline transport; Engineering; Biology","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":[0.000537313,0.001272986,0.0007875834,0.001613958,0.0004349079,0.001889396,0.001965496,0.001561543,0.002983576],"category_scores_gemma":[0.001611851,0.0004957285,0.001329637,0.0008095209,0.0008973518,0.001450294,0.001351654,0.001426268,0.001008837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005872939,"about_ca_system_score_gemma":0.0008049356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025811,"about_ca_topic_score_gemma":0.002904086,"domain_scores_codex":[0.9994425,0.00007400936,0.00003365902,0.0001033643,0.0002916544,0.00005467089],"domain_scores_gemma":[0.9995489,0.0001348757,0.0000715142,0.00006972813,0.0001473218,0.00002778231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006791131,0.0001440603,0.002226764,0.0001824017,0.00007414514,0.0005690243,0.0002670265,0.7678442,0.04624589,0.09283189,0.00247103,0.08707565],"study_design_scores_gemma":[0.000002090702,0.00002278015,0.0003586545,0.0000105217,0.000006602359,0.0000972339,0.00003152105,0.9885569,0.001605344,0.006552329,0.002741784,0.00001420107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007001813,0.0001670495,0.9865786,0.00008265741,0.00005352641,0.00003818209,0.0001107348,0.0002254855,0.005741834],"genre_scores_gemma":[0.453038,0.001557458,0.5148077,0.0002655382,0.0002909767,0.0002431553,0.0007619832,0.0004879079,0.02854728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004025811,"threshold_uncertainty_score":0.009981036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0087899000981578,"score_gpt":0.1706984546580195,"score_spread":0.1619085545598617,"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."}}