{"id":"W2947826205","doi":"","title":"Impact of Dropped Objects and Anchor Dragging on Pipeline Integrity","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Pipeline (software); Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115091,0.0001708999,0.0001539795,0.000103066,0.00003745897,0.0000506027,0.0001771243,0.00006586548,0.00002856041],"category_scores_gemma":[0.00009935606,0.0001225042,0.00004400449,0.0000801585,0.0000746211,0.00006949891,0.00004083391,0.0003118934,0.000002282024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003252325,"about_ca_system_score_gemma":0.00001320428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004362443,"about_ca_topic_score_gemma":0.000003681098,"domain_scores_codex":[0.9994002,0.000008256579,0.0001675667,0.0001270179,0.0001308359,0.0001661513],"domain_scores_gemma":[0.9995996,0.00008854249,0.00002496523,0.0001452925,0.00006877459,0.00007285484],"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":[0.0004887217,0.000200676,0.01399347,0.0008168499,0.001900386,0.0000364717,0.007347924,0.5333897,0.1497371,0.2334966,0.004970653,0.05362139],"study_design_scores_gemma":[0.000378311,0.0002053129,0.04724606,0.0001855437,0.00001860861,0.00004707246,0.00002921722,0.9472724,0.002435009,0.0008501308,0.001053314,0.0002789877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758638,0.0002069615,0.02189205,0.0001140978,0.0004118329,0.00007024825,0.00003342102,0.0001935352,0.001214083],"genre_scores_gemma":[0.9992059,0.0001112644,0.0004094456,0.00001797345,0.0001739589,9.314151e-7,0.000005789529,0.00001887703,0.00005588885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4138827,"threshold_uncertainty_score":0.4995578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109067644761834,"score_gpt":0.2437282533431692,"score_spread":0.2328214888669858,"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."}}