{"id":"W4319347649","doi":"10.4095/331361","title":"Educational case \"mines and minerals\"","year":2023,"lang":"en","type":"report","venue":"","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Mining engineering; Geochemistry; Geology","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":[0.0011617,0.0003370683,0.0001635536,0.001604722,0.004957512,0.001940951,0.00116775,0.003653203,0.039007],"category_scores_gemma":[0.003282858,0.0002783301,0.0002893986,0.0013418,0.0008469082,0.001731002,0.001837815,0.00242604,0.006248417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003513055,"about_ca_system_score_gemma":0.009424191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2409771,"about_ca_topic_score_gemma":0.5300177,"domain_scores_codex":[0.9986112,0.0001924289,0.00004141672,0.00009079303,0.0005277506,0.0005363575],"domain_scores_gemma":[0.9971619,0.000862225,0.0001697773,0.0001517448,0.0007746076,0.0008799405],"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":[0.0003872855,0.001987072,0.01797138,0.000166377,0.00001724668,0.006424295,0.002048468,0.001767958,0.0006300566,0.04924051,0.8461429,0.07321643],"study_design_scores_gemma":[0.00007388123,0.0002244227,0.07736605,0.0001328998,0.00002584322,0.001595062,0.008265452,0.002174503,0.005494399,0.004496117,0.9001063,0.00004497885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1066408,0.0007117964,0.001786528,0.04655074,0.0009266398,0.0003651057,0.00870102,0.0002960682,0.8340213],"genre_scores_gemma":[0.1811213,0.001041639,0.0008396964,0.003588541,0.0002819315,0.0001041142,0.003087639,0.00004501624,0.8098902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2409771,"threshold_uncertainty_score":0.4791489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100280210302325,"score_gpt":0.3245131422427988,"score_spread":0.2242329319404738,"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."}}