{"id":"W4404373443","doi":"10.3749/9780921294719.ch08","title":"CONTRIBUTIONS OF FLUID INCLUSIONS TO GENETIC MODELS FOR MINERAL DEPOSITS","year":2020,"lang":"en","type":"book-chapter","venue":"Mineralogical Association of Canada eBooks","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; Simon Fraser University; University of Alberta","funders":"","keywords":"Mineral; Geology; Fluid inclusions; Geochemistry; Materials science; Seismology; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001080876,0.0002899118,0.0006608152,0.00009342237,0.0001030681,0.00001454684,0.0001928303,0.0003311043,0.00001854419],"category_scores_gemma":[0.0001711914,0.0002859298,0.0001714875,0.00003539704,0.00001689558,0.00002161401,0.00006626149,0.0002129118,8.213628e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006325289,"about_ca_system_score_gemma":0.0003184673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003038199,"about_ca_topic_score_gemma":0.06783436,"domain_scores_codex":[0.9982772,0.00001320438,0.0006968277,0.0002332255,0.0004778529,0.0003017265],"domain_scores_gemma":[0.9987941,0.0001901777,0.0002478748,0.0001352735,0.0004038014,0.0002287154],"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":[0.00009756455,0.00003250276,0.00004613919,0.0009718331,0.0009043097,0.00002528712,0.0004302792,0.3376841,0.1165275,0.1419747,0.397375,0.003930822],"study_design_scores_gemma":[0.005180422,0.001258698,0.0007193349,0.001875906,0.001520566,0.00001819102,0.00004722362,0.258868,0.01952091,0.1182474,0.5881855,0.004557843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02445551,0.001019393,0.02707207,0.003585595,0.001173599,0.002353704,0.00738187,0.0003463468,0.9326119],"genre_scores_gemma":[0.8299962,0.000007257884,0.002756191,0.0004043634,0.0003294666,0.00005564278,0.0002027985,0.00007250204,0.1661756],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8055406,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281135661725308,"score_gpt":0.2010953519548399,"score_spread":0.1882839953375868,"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."}}