{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009940541,0.0002839202,0.0007459276,0.0002810398,0.00003486474,0.0002240204,0.0009090261,0.0001234728,0.002657505],"category_scores_gemma":[0.0006193016,0.0002359773,0.0001279293,0.00015309,0.0002046631,0.0004531647,0.0002285721,0.0001828946,0.0007766424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133073,"about_ca_system_score_gemma":0.0002001839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008765462,"about_ca_topic_score_gemma":0.000177969,"domain_scores_codex":[0.9967203,0.0002050664,0.001175916,0.0005425011,0.0009393003,0.0004169778],"domain_scores_gemma":[0.9975806,0.0007736124,0.0005081756,0.0004539067,0.0005707681,0.0001129148],"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":[0.0002418108,0.0004235768,0.009510189,0.002744567,0.0002412892,0.00006401817,0.002080811,0.0003467088,0.9769479,0.006510093,0.00007938234,0.0008096247],"study_design_scores_gemma":[0.002389403,0.0002662694,0.03688718,0.0104609,0.0000820764,0.00001417876,0.006679247,0.00115298,0.8881339,0.05264114,0.00040435,0.0008883678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886817,0.001156696,0.00001294967,0.0001772295,0.001264685,0.0004729272,0.0002526972,0.00005437401,0.007926683],"genre_scores_gemma":[0.9985079,0.0001750776,0.0002736188,0.00006043432,0.0001318505,0.00009975607,0.00006535435,0.00002349912,0.0006625348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08881402,"threshold_uncertainty_score":0.9982542,"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."}}