{"id":"W4303941076","doi":"10.1016/j.apor.2022.103369","title":"Impact of damaged external polymeric layer on axial compressive response of flexible pipes","year":2022,"lang":"en","type":"article","venue":"Applied Ocean Research","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Materials science; Layer (electronics); Composite material; Compressive strength; Structural engineering; Geotechnical engineering; 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":[0.0001456058,0.0002969132,0.0001895299,0.0002794053,0.0003369159,0.0002825021,0.0002815008,0.0005041817,0.004481763],"category_scores_gemma":[0.0005548294,0.0001743107,0.0001853346,0.0002288582,0.0005157081,0.0004305953,0.0004160086,0.0003729579,0.0002327145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375571,"about_ca_system_score_gemma":0.0001645442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166351,"about_ca_topic_score_gemma":0.0011553,"domain_scores_codex":[0.9998363,0.00001085797,0.000005207083,0.00002081572,0.00004979251,0.00007692821],"domain_scores_gemma":[0.9996808,0.00009147236,0.00005633633,0.00003885592,0.00007950971,0.0000531215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009945148,0.0001041656,0.003714211,0.0001482711,0.00001710702,0.001065751,0.0002498385,0.02139096,0.9641694,0.0003181584,0.0003032026,0.007524316],"study_design_scores_gemma":[0.00002107336,0.0008323558,0.03738348,0.00003922162,0.00003027262,0.0003126962,0.0008865039,0.1135003,0.8458407,0.0002472256,0.0008657995,0.00004047209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987704,0.00006351253,0.0004250313,0.00002129536,0.00001158253,0.000003035453,0.00003270586,0.0000168675,0.0006555947],"genre_scores_gemma":[0.9994948,0.00003055236,0.00007926433,0.000008173986,0.000001478038,0.000001221165,0.00001869774,0.000003434732,0.0003624211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004481763,"threshold_uncertainty_score":0.01499301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08108783960735944,"score_gpt":0.4018269053328683,"score_spread":0.3207390657255089,"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."}}