{"id":"W4233309394","doi":"10.1016/j.mprp.2015.08.038","title":"Canadian mine set to produce PM-standard graphite","year":2015,"lang":"en","type":"article","venue":"Metal Powder Report","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graphite; Business; Set (abstract data type); Manufacturing engineering; 3D printing; Commerce; Forensic engineering; Engineering; Materials science; Computer science; Metallurgy; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059202,0.0001493618,0.0001774803,0.0001224449,0.00007408923,0.00004553644,0.0002228348,0.00004321864,0.0002221488],"category_scores_gemma":[0.0001530221,0.0001301857,0.00006174012,0.0004264703,0.00005123408,0.0001449867,0.0001582124,0.00008647144,0.000424285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504416,"about_ca_system_score_gemma":0.00004141367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1008297,"about_ca_topic_score_gemma":0.04765803,"domain_scores_codex":[0.9984087,0.0000319045,0.0002747744,0.0004536792,0.0004787085,0.0003522013],"domain_scores_gemma":[0.9988223,0.00000393411,0.00007258575,0.0005649106,0.0000195922,0.0005167241],"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":[0.00003248277,0.00005431944,0.3543511,0.0000112938,0.00006244623,0.00211274,0.0006379812,0.0004908961,0.002964208,0.00008551545,0.6242488,0.01494819],"study_design_scores_gemma":[0.0001048905,0.0001251598,0.01511572,0.000008773422,0.00002647695,0.0001779514,0.00008857629,0.0000142554,0.004535473,0.001042634,0.9784924,0.0002676803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.874442,0.0000262,0.0003598092,0.003926618,0.0003443066,0.0004693666,0.000009337185,0.0001744803,0.1202479],"genre_scores_gemma":[0.9669762,0.000002165333,0.003178033,0.0006869611,0.00006680028,0.00003508023,0.00002550951,0.00002165977,0.02900755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3542436,"threshold_uncertainty_score":0.9697197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726703166357622,"score_gpt":0.2700032085583279,"score_spread":0.2427361768947517,"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."}}