{"id":"W4253258358","doi":"10.29173/ikc1182","title":"Systematic studies of nitrogen in diamonds from known sources","year":2019,"lang":"en","type":"article","venue":"International Kimberlite Conference Extended Abstracts: 1986","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stornoway Diamond (Canada)","funders":"","keywords":"Nitrogen; Environmental science; Computer science; Environmental chemistry; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004984059,0.0006522982,0.001152038,0.007291462,0.00106939,0.0008761925,0.001075745,0.000687269,0.001003794],"category_scores_gemma":[0.01110482,0.0003787991,0.001202587,0.00567285,0.001339243,0.000684113,0.001561653,0.0003547533,0.0001878306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440655,"about_ca_system_score_gemma":0.003399777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122136,"about_ca_topic_score_gemma":0.04013775,"domain_scores_codex":[0.996365,0.001107618,0.0006191205,0.0009522365,0.0007837412,0.0001722612],"domain_scores_gemma":[0.9795797,0.01021166,0.00445456,0.001726035,0.003745646,0.0002823451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01151161,0.0007369377,0.536437,0.0595426,0.02107134,0.002083678,0.003772081,0.001367339,0.07401333,0.001945005,0.002332353,0.2851868],"study_design_scores_gemma":[0.0006234011,0.00534549,0.7829493,0.01241541,0.03028083,0.003815455,0.002853305,0.0006667805,0.09182752,0.001434391,0.06756863,0.0002194376],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7600371,0.2312985,0.001809329,0.0001132281,0.00006364837,0.000353052,0.002494343,0.00004289804,0.003788005],"genre_scores_gemma":[0.9271709,0.06686413,0.002501481,0.0002113708,0.00005699964,0.0001504892,0.001914011,0.00002740063,0.001103282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122136,"threshold_uncertainty_score":0.0263586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488933424892794,"score_gpt":0.305009054310186,"score_spread":0.2801197200612581,"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."}}