{"id":"W4385887430","doi":"10.55274/r0010868","title":"PR-453-134504-R02 Pipeline On-Bottom Stability Software Upgrade Milestone II","year":2016,"lang":"en","type":"report","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Documentation; Table (database); Milestone; Computer science; Relation (database); Software engineering; Scope (computer science); Software; Work (physics); Process (computing); Pipeline (software); Database; Engineering; Programming language; Archaeology; Geography","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":[0.004984578,0.0009864053,0.0004376456,0.002097163,0.0008013888,0.002019324,0.002392333,0.0009690227,0.1138974],"category_scores_gemma":[0.01408794,0.0008815901,0.0006435543,0.001070336,0.0004566323,0.002192123,0.002248117,0.002116787,0.1079245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00280432,"about_ca_system_score_gemma":0.006089109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347966,"about_ca_topic_score_gemma":0.01305106,"domain_scores_codex":[0.9936195,0.0006701908,0.0001632646,0.0004613826,0.004563599,0.0005221111],"domain_scores_gemma":[0.9882985,0.001096797,0.0005273048,0.002673838,0.006586564,0.000816955],"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":[0.0004318992,0.0003972497,0.004548692,0.0003438323,0.00002269486,0.000208005,0.0003689933,0.004273,0.0132775,0.0112056,0.7745881,0.1903345],"study_design_scores_gemma":[0.0001233745,0.0006511001,0.007779413,0.0001279778,0.00001160951,0.0002263129,0.0001358709,0.005461159,0.01881914,0.001950679,0.9646665,0.00004670212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.03150498,0.0002113417,0.1624157,0.00289617,0.001164899,0.005054204,0.0699857,0.1707238,0.5560432],"genre_scores_gemma":[0.08962873,0.0003091468,0.2328932,0.001164622,0.0002712683,0.003156428,0.1797312,0.0501495,0.442696],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1138974,"threshold_uncertainty_score":0.3810248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062678877456085,"score_gpt":0.2399858564680536,"score_spread":0.2193590676934928,"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."}}