{"id":"W2361912043","doi":"","title":"NEWS COVERAGE OF THE RESEARCH ACHIEVEMENT ON GUOYING(STAR OF CHINA) DIAMOND","year":2005,"lang":"en","type":"article","venue":"Jewellery Science and Technology","topic":"Advanced Decision-Making Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Mainland China; Political science; History; Statistical software; Geography; Media studies; Law; Sociology; Computer science; Data 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":[],"consensus_categories":[],"category_scores_codex":[0.00162376,0.0001078065,0.0001875413,0.0009009057,0.000345294,0.00003664998,0.002834296,0.0001020241,0.000003292381],"category_scores_gemma":[0.0009321962,0.00007245069,0.0000319034,0.00381021,0.001946738,0.0004036461,0.001927721,0.0003552743,0.000005717417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008276166,"about_ca_system_score_gemma":0.0001950254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001546658,"about_ca_topic_score_gemma":0.00001289115,"domain_scores_codex":[0.9977337,0.00004889268,0.0002822161,0.0005081396,0.001044709,0.0003823119],"domain_scores_gemma":[0.9978626,0.0002037117,0.0001674621,0.001409211,0.0003124979,0.00004454489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009479003,0.0001758787,0.002562651,0.00000923671,0.000003893316,0.000003968099,0.0002460647,0.0001035772,0.0428649,0.2447327,0.0009921844,0.7082955],"study_design_scores_gemma":[0.0003354192,0.0009751474,0.01224348,0.0001598352,0.000003150525,0.00002245968,0.0001192695,0.00792213,0.5775084,0.3561572,0.04431157,0.0002419217],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235733,0.0002333445,0.05461676,0.01688026,0.0001522718,0.0004327825,0.000002460796,0.0001803592,0.003928432],"genre_scores_gemma":[0.9623652,0.0002183041,0.03716374,0.0001424949,0.0000120258,0.00001142367,5.142112e-8,0.000004522678,0.00008222665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7080536,"threshold_uncertainty_score":0.7172836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818602428033739,"score_gpt":0.3293080636149765,"score_spread":0.3011220393346391,"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."}}