{"id":"W7093722988","doi":"","title":"CCMAT Update","year":2003,"lang":"","type":"article","venue":"JMU Scholoraly Commons (James Madison University)","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Government (linguistics); Center (category theory); Work (physics); Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004014211,0.00105442,0.0008511178,0.009002314,0.003813697,0.007503834,0.00416945,0.003929277,0.3912141],"category_scores_gemma":[0.02579525,0.0006154484,0.0009413555,0.008611342,0.0007024368,0.00350373,0.003185239,0.003570514,0.2002984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01068305,"about_ca_system_score_gemma":0.02747129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3002283,"about_ca_topic_score_gemma":0.3696508,"domain_scores_codex":[0.9945721,0.000287166,0.0001843837,0.0002663659,0.004037678,0.0006524101],"domain_scores_gemma":[0.9723666,0.001839563,0.0007962215,0.001545078,0.0202528,0.00319966],"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":[0.000008960094,0.000006792651,0.00004665221,0.000033793,6.910093e-7,0.0000111894,0.00001074286,0.000009775926,0.00001722154,0.0002903784,0.9905478,0.009015892],"study_design_scores_gemma":[0.000003336625,0.000001406306,0.0002622966,0.00002764655,0.000001098947,0.000009768477,0.000009687727,0.00001159033,0.00002724577,0.0000612841,0.9995818,0.000002945994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001008781,0.004681064,0.001500664,0.04410533,0.04076428,0.0006449742,0.08699542,0.008399315,0.8119002],"genre_scores_gemma":[0.004726965,0.003998158,0.002963623,0.01684862,0.007879822,0.0005905759,0.053318,0.002573662,0.9071005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3912141,"threshold_uncertainty_score":0.8683592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185569876687249,"score_gpt":0.1891668844273586,"score_spread":0.1773111856604861,"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."}}