{"id":"W4230353037","doi":"10.1002/9780470277270.ch28","title":"Lead","year":2008,"lang":"en","type":"other","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Lead (geology); Geology","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":[0.0001572226,0.0009601837,0.0006089006,0.001314262,0.001069951,0.001747103,0.0008403439,0.0006456677,0.2495928],"category_scores_gemma":[0.0003880021,0.0003236839,0.0004689075,0.00134558,0.0002029268,0.001149411,0.001108052,0.0007332775,0.1639777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008144904,"about_ca_system_score_gemma":0.001016854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375002,"about_ca_topic_score_gemma":0.007829949,"domain_scores_codex":[0.9996197,0.00001438853,0.00001262088,0.00007653167,0.0002352201,0.00004151743],"domain_scores_gemma":[0.9998416,0.00001190993,0.000007637783,0.00002152831,0.0001028465,0.00001445381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002356008,0.0001305145,0.0005766363,0.001220722,0.00001877633,0.0003226423,0.0002851819,0.000700398,0.02830581,0.03067473,0.4080533,0.5294756],"study_design_scores_gemma":[0.000009580542,0.00004705555,0.0004034809,0.00008180636,0.00001213255,0.0001971145,0.00006861314,0.0001470346,0.00946022,0.002680357,0.9868844,0.000008275792],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003446314,0.00714145,0.007671426,0.0008488798,0.001969848,0.0001337392,0.002523514,0.002096793,0.9741682],"genre_scores_gemma":[0.00966131,0.00478194,0.002310432,0.0004235815,0.0001487019,0.00004135639,0.002292284,0.0003112854,0.9800292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2495928,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384938540488168,"score_gpt":0.257597154940932,"score_spread":0.2337477695360504,"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."}}