{"id":"W7029424655","doi":"","title":"Investigation of Metrics for Modeling Corrosion Effects in Representative Candidate Aircraft Components-Report prepared for USAF/Lockheed Martin Corrosion/Fatigue Structural Demonstration (CFSD) Phase 1","year":2000,"lang":"en","type":"report","venue":"NPARC","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phase (matter); Corrosion; Work (physics); Welding","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001142535,0.001182132,0.0007593601,0.0009603726,0.0003450143,0.0006336569,0.0007201129,0.000680867,0.000737077],"category_scores_gemma":[0.003582036,0.0002773312,0.0006344498,0.0006320227,0.0001773399,0.0008800644,0.0002521535,0.0003638814,0.0001552291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009531261,"about_ca_system_score_gemma":0.0005667339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009056848,"about_ca_topic_score_gemma":0.009300553,"domain_scores_codex":[0.9996426,0.0001212642,0.00002331199,0.00004310921,0.0001403017,0.00002942676],"domain_scores_gemma":[0.9982931,0.0007826456,0.0001945773,0.0001245283,0.0005641046,0.00004108058],"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":[0.0001189538,0.00007611697,0.005184721,0.00009354069,0.00003278568,0.00004955558,0.00004370605,0.9533762,0.01051376,0.000921965,0.0007828265,0.02880594],"study_design_scores_gemma":[0.000002503575,0.000116306,0.001068468,0.000003521652,0.000009551932,0.00002086362,0.00001181287,0.9947764,0.003673545,0.0001344066,0.0001789165,0.000003682127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5884822,0.0007146962,0.3988048,0.0001831607,0.0000470849,0.0002375918,0.001337345,0.002830138,0.007363101],"genre_scores_gemma":[0.964907,0.0001183058,0.03378093,0.00000951227,0.000004901635,0.00006734568,0.0004303999,0.0001238486,0.0005577754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009056848,"threshold_uncertainty_score":0.01800823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017264366152295,"score_gpt":0.3996471201166921,"score_spread":0.2979206835014626,"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."}}