{"id":"W2189916872","doi":"10.1190/tle31111390.1","title":"Sections/Associated Societies Focus","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geology; Section (typography); Mineral exploration; Mining engineering; Archaeology; Geography; Geophysics; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001706899,0.0009752385,0.0006527804,0.002885781,0.002030173,0.006506372,0.001448864,0.003197625,0.7333853],"category_scores_gemma":[0.006587724,0.0004691037,0.0005285419,0.003497032,0.0006198576,0.003467657,0.00350699,0.001699071,0.719883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415503,"about_ca_system_score_gemma":0.005394634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446084,"about_ca_topic_score_gemma":0.004012593,"domain_scores_codex":[0.9984055,0.0001594051,0.0001411777,0.000304665,0.0006169317,0.0003723653],"domain_scores_gemma":[0.9907249,0.0003539353,0.0004510259,0.0006574562,0.004618179,0.003194555],"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":[0.00001916714,0.0000236441,0.0002581579,0.0001552992,0.00000202195,0.00005067477,0.00003812971,0.00002284902,0.0003908374,0.00267211,0.9463649,0.05000222],"study_design_scores_gemma":[0.000002788506,0.000006291491,0.0004054499,0.00004629979,9.280986e-7,0.00004390086,0.00004347364,0.00001258915,0.00005432729,0.0003346093,0.9990471,0.000002278475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008921219,0.001951199,0.001196417,0.008977861,0.023579,0.0004325097,0.004260575,0.001148504,0.9575619],"genre_scores_gemma":[0.003051501,0.00196334,0.0004319425,0.002542349,0.003989169,0.0001428155,0.002913559,0.0003459488,0.9846194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7333853,"threshold_uncertainty_score":0.3802934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283874613711836,"score_gpt":0.2413548069238791,"score_spread":0.2129673455526955,"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."}}