{"id":"W2549237450","doi":"","title":"Review of Corrosion Control Programs and Research Activities for Army Vehicles Land Sustain (12S) Thrust Advisory Group Scoping Study","year":2006,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Corrosion prevention; Summit; Engineering; Aeronautics; Forensic engineering; Metallurgy; Materials science","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":[0.008066809,0.0009431325,0.002017002,0.0102197,0.0005156685,0.002094572,0.001428987,0.001447568,0.005068994],"category_scores_gemma":[0.0153826,0.0007039305,0.00164952,0.01133781,0.0004845815,0.001828516,0.0006450751,0.0008690354,0.001262128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003360176,"about_ca_system_score_gemma":0.01867635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04060987,"about_ca_topic_score_gemma":0.06401023,"domain_scores_codex":[0.9968851,0.0007030775,0.0008730293,0.0002215826,0.00116369,0.0001535963],"domain_scores_gemma":[0.9807512,0.006243534,0.002644006,0.0002695043,0.009740593,0.0003511173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002501103,0.0001170167,0.0008951047,0.1908333,0.0003918105,0.0001834621,0.0002915931,0.0002860108,0.0007167704,0.001164777,0.05373283,0.7511371],"study_design_scores_gemma":[0.00006046392,0.000519953,0.007998412,0.2375077,0.00225706,0.0004222864,0.0005774787,0.0001360809,0.001501847,0.0003939911,0.7485835,0.00004126232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003490758,0.9965097,0.0001380968,0.0008410772,0.0002609422,0.00006613055,0.0002243657,0.000009687629,0.001600806],"genre_scores_gemma":[0.001736733,0.9969584,0.0002713235,0.0002600166,0.00009663772,0.00005428055,0.0002227798,0.000003266114,0.0003966202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04060987,"threshold_uncertainty_score":0.08074701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05179112685874003,"score_gpt":0.3560983764901892,"score_spread":0.3043072496314491,"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."}}