{"id":"W1654095714","doi":"","title":"Cathodoluminescence of diamond as an indicator of its metamorphic history","year":2010,"lang":"en","type":"article","venue":"EGUGA","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metamorphic rock; Geology; Diamond; Metamorphism; Geochemistry; Cathodoluminescence; Placer mining; Weathering; Volcanic rock; Volcano; Earth science; Metallurgy; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191989,0.0001311083,0.0003219025,0.000175966,0.0000322691,0.00001800844,0.0005970605,0.0001098914,0.005540389],"category_scores_gemma":[0.0003775106,0.0001160784,0.00006220526,0.000136696,0.0003732675,0.0002219379,0.0001009903,0.0001332298,0.0002118593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002865047,"about_ca_system_score_gemma":0.0003718852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003233849,"about_ca_topic_score_gemma":0.00004915079,"domain_scores_codex":[0.9984075,0.0001551967,0.0003485947,0.0003109072,0.0004905495,0.0002872763],"domain_scores_gemma":[0.9988154,0.00009650651,0.000220736,0.0005397977,0.0001423831,0.0001851928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003875213,0.0001508592,0.001517362,0.0001177714,0.000003434394,0.000006719902,0.0003009184,5.993516e-7,0.9957893,0.00136862,0.0003838005,0.0003218506],"study_design_scores_gemma":[0.0002046541,0.0001481852,0.004272932,0.00001829074,0.0000143007,0.000003972301,0.00003406828,0.000006301046,0.9914914,0.0001585187,0.00352352,0.000123888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961196,0.0003524649,0.00000505547,0.00003633452,0.001042069,0.0001611048,0.00004866869,0.00003524553,0.002199518],"genre_scores_gemma":[0.9982901,0.00002052914,0.0008576714,0.00004361712,0.0001301526,0.00002467311,0.000007778982,0.0000205187,0.0006049168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00532853,"threshold_uncertainty_score":0.9953687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028195002216826,"score_gpt":0.2848168533291975,"score_spread":0.2566218511123715,"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."}}