{"id":"W1995022994","doi":"10.1007/s00126-012-0447-y","title":"Mineralium Deposita: change and continuity","year":2012,"lang":"en","type":"article","venue":"Mineralium Deposita","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Geology; Mineral resource classification; Geochemistry; Mining engineering; Earth 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":[0.0003378678,0.0001353473,0.0002566986,0.002409132,0.0004767751,0.001292326,0.0003544712,0.0004208852,0.002717694],"category_scores_gemma":[0.001980788,0.0002037682,0.0002479954,0.003718657,0.0005038353,0.00137091,0.0006549141,0.000220411,0.0005239704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008761633,"about_ca_system_score_gemma":0.0003878241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02134774,"about_ca_topic_score_gemma":0.028518,"domain_scores_codex":[0.9997608,0.00001997606,0.0000207436,0.0001028918,0.00007349983,0.00002208377],"domain_scores_gemma":[0.9995438,0.0001112838,0.0001118489,0.00005625732,0.0001429307,0.00003368793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004512373,0.00004124399,0.8437012,0.0001860308,0.000149091,0.0003781559,0.0009385154,0.003423707,0.01338956,0.005324552,0.002186025,0.1298307],"study_design_scores_gemma":[0.00001951363,0.00003445061,0.9556939,0.00002457577,0.00006753708,0.0008816392,0.001116411,0.01591784,0.005798854,0.0053125,0.01510656,0.00002619198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9683935,0.001693462,0.0083284,0.0006203272,0.00004247454,0.00002797745,0.004312372,0.0003271224,0.01625442],"genre_scores_gemma":[0.9936906,0.0003466442,0.003459104,0.00001764366,0.00001501637,0.000005752374,0.0006396442,0.00003018084,0.001795303],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02134774,"threshold_uncertainty_score":0.04244697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0341981862089246,"score_gpt":0.2303962393047126,"score_spread":0.196198053095788,"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."}}