{"id":"W4399773778","doi":"10.1007/978-3-031-35583-7_115","title":"Bimetallism","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003232676,0.0008367299,0.0004039672,0.001269485,0.002108568,0.002985704,0.0009092899,0.000837787,0.07334406],"category_scores_gemma":[0.0006986544,0.000333005,0.0003848189,0.00124457,0.002794354,0.003328275,0.001976284,0.002257696,0.02431641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945458,"about_ca_system_score_gemma":0.0009332364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797624,"about_ca_topic_score_gemma":0.003343655,"domain_scores_codex":[0.9995946,0.0001059794,0.00001193812,0.00008821928,0.0001520467,0.0000471751],"domain_scores_gemma":[0.9998384,0.00004194514,0.0000083769,0.00004868948,0.00004768349,0.00001494455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004836092,0.000006971641,0.00001083428,0.00001802861,0.000001007428,0.00001052653,0.00009597245,0.0001021193,0.0001244777,0.960907,0.01950602,0.0192122],"study_design_scores_gemma":[0.000003581396,0.000008699619,0.0000619231,0.00003452181,0.000002586779,0.00008604413,0.00009326002,0.0004743794,0.0003922335,0.4885013,0.5103371,0.000004320066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005646503,0.0005199928,0.01949337,0.0004561036,0.0002548082,0.00001314428,0.00007502531,0.0001305461,0.9784923],"genre_scores_gemma":[0.03346761,0.001045109,0.01471912,0.0005052457,0.0002444772,0.00007832957,0.0003026706,0.0002916487,0.9493459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07334406,"threshold_uncertainty_score":0.2453603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518363984061642,"score_gpt":0.2217991132752733,"score_spread":0.2066154734346569,"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."}}