{"id":"W2092312077","doi":"10.1144/gsl.sp.2001.185.01.05","title":"Indicator mineral and geochemical methods for diamond exploration in glaciated terrain in Canada","year":2001,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Mineral exploration; Terrain; Geology; Mineral; Earth science; Diamond; Geochemistry; Physical geography; Mining engineering; Geomorphology; Geography; Cartography; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003895166,0.0003343987,0.0002351573,0.004899497,0.001814666,0.0008622429,0.0008418382,0.0002109681,0.00109016],"category_scores_gemma":[0.0008330318,0.000203796,0.0002038363,0.004786384,0.0004812285,0.0001742105,0.0006830856,0.0002981019,0.0001871562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009916797,"about_ca_system_score_gemma":0.01340954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9691727,"about_ca_topic_score_gemma":0.9920183,"domain_scores_codex":[0.9993439,0.00002861104,0.00001889503,0.00008328166,0.0004075932,0.0001177062],"domain_scores_gemma":[0.9991301,0.00004269142,0.00008521384,0.0000134806,0.000636798,0.00009185536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003906193,0.0001461258,0.7845733,0.0004870387,0.0001233263,0.0007295343,0.003159905,0.002366825,0.06022638,0.0009873658,0.002276434,0.1445331],"study_design_scores_gemma":[0.00001758311,0.0000856551,0.973026,0.00006068356,0.00003334025,0.000228966,0.002024826,0.002601884,0.00951433,0.0001053636,0.01227055,0.00003081755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731396,0.002783749,0.005450934,0.0001904737,0.00001970367,0.0004041888,0.004992831,0.0002163799,0.01280198],"genre_scores_gemma":[0.9547405,0.002775489,0.03125668,0.0001297148,0.000008200983,0.0001320235,0.002860165,0.00005590534,0.008041331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03082734,"threshold_uncertainty_score":0.07195175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762495467157961,"score_gpt":0.280089605656703,"score_spread":0.2524646509851234,"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."}}