{"id":"W2806375387","doi":"10.1126/sciadv.aat1602","title":"The growth of lithospheric diamonds","year":2018,"lang":"en","type":"article","venue":"Science Advances","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Muséum National d'Histoire Naturelle; Campus France; Agence Nationale de la Recherche","keywords":"Lithosphere; Geology; Redox; Earth science; Diamond; Geochemistry; Paleontology; Chemistry; Materials science; Metallurgy; Inorganic 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":[],"consensus_categories":[],"category_scores_codex":[0.0005591394,0.00006158956,0.00008542579,0.000017988,0.0005210372,0.00008273576,0.0005735559,0.00001142656,0.0002489602],"category_scores_gemma":[0.0001026266,0.0000334434,0.00001952531,0.0005579085,0.001827125,0.0005612887,0.00002147899,0.00002499667,0.0001212522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.724632e-7,"about_ca_system_score_gemma":0.00006821458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000364173,"about_ca_topic_score_gemma":0.000333158,"domain_scores_codex":[0.9990867,0.00001985933,0.0001289724,0.0001766772,0.0003209711,0.0002668019],"domain_scores_gemma":[0.99944,0.00009370702,0.00008600795,0.0001849082,0.000134542,0.00006080424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001331097,0.00004565933,0.3445186,0.00006231673,0.00002080541,0.000004782601,0.00169531,0.0002588998,0.09718342,0.02044061,0.001390129,0.5342463],"study_design_scores_gemma":[0.0001579243,0.0005566675,0.5951844,0.0000252547,0.00001080486,0.000003081338,0.0003034507,0.0004591525,0.2608774,0.04304634,0.09910107,0.0002744364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768825,0.001241842,0.00006284956,0.0001466793,0.002209852,0.0000772104,0.00001754016,0.00002063307,0.01934092],"genre_scores_gemma":[0.9985999,0.00009398045,0.0007415668,0.00003912734,0.0001733285,6.400871e-7,9.491609e-7,9.788544e-7,0.0003495014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5339719,"threshold_uncertainty_score":0.6732116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005825406721933465,"score_gpt":0.2228696775760109,"score_spread":0.2170442708540774,"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."}}