{"id":"W2607397543","doi":"","title":"Chinese flake graphite industry still burdened by overcapacity","year":2013,"lang":"en","type":"article","venue":"Industrial Minerals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flake; Graphite; Stock (firearms); Business; Commerce; Engineering; Economy; Economics; Metallurgy; Mechanical engineering; Composite material; Materials science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001079415,0.0002430073,0.0002492222,0.0001235951,0.00005763535,0.0001325671,0.0001608701,0.0006391411,0.002845527],"category_scores_gemma":[0.0001856145,0.0002166193,0.00006998059,0.0004486925,0.00004377923,0.0006225003,0.00001589935,0.0007506147,0.0003408005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003713645,"about_ca_system_score_gemma":0.00002545074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002008992,"about_ca_topic_score_gemma":0.00002389081,"domain_scores_codex":[0.9988734,0.0000359398,0.0003795847,0.000201806,0.0002196833,0.000289613],"domain_scores_gemma":[0.9993696,0.00007622728,0.00006332413,0.0002081586,0.00008919454,0.0001935389],"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":[0.000008237294,0.00003166299,0.002805124,0.000009853499,0.00004075768,0.000001715502,0.00009055849,0.001676124,0.2078092,0.00005128064,0.7856866,0.001788933],"study_design_scores_gemma":[0.001637979,0.00005484429,0.001663185,0.00003313556,0.00001981964,0.00001475931,0.00008621959,0.002224777,0.01453754,0.0006742497,0.9784476,0.0006059184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507723,0.0001636577,0.00009308327,0.0005257757,0.001062507,0.0002923308,0.00005261117,0.0004220544,0.04661569],"genre_scores_gemma":[0.9623014,0.00003329988,0.00005094618,0.0002570721,0.0008551446,0.00007959073,0.00005753739,0.00003457819,0.03633044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932717,"threshold_uncertainty_score":0.998066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020236042636942,"score_gpt":0.2501176151256777,"score_spread":0.2298815724887357,"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."}}