{"id":"W4251727952","doi":"10.25071/2369-7326.40246","title":"Crust 3","year":2015,"lang":"en","type":"article","venue":"Pivot A Journal of Interdisciplinary Studies and Thought","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crust; Geology; Geochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004195249,0.0001066926,0.0002672581,0.00005563683,0.0001507002,0.00002979126,0.0001270612,0.00002295668,0.0001546709],"category_scores_gemma":[0.00004496913,0.0000661121,0.00009373063,0.0001295115,0.0001137794,0.0002078318,0.0001030353,0.0001192659,0.00001828044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006472691,"about_ca_system_score_gemma":0.00001865767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001542317,"about_ca_topic_score_gemma":0.0001686075,"domain_scores_codex":[0.9992131,0.00003233492,0.0003113888,0.00009914583,0.0001927094,0.0001513511],"domain_scores_gemma":[0.9993776,0.00005664479,0.0001776262,0.00006531311,0.0001548733,0.000167925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001648593,0.0001922478,0.6712751,0.0003210267,0.002895023,0.00117209,0.02274406,0.002029994,0.0001918395,0.0001732762,0.1018138,0.1955429],"study_design_scores_gemma":[0.00696663,0.008430756,0.3064489,0.001357272,0.001650935,0.007344317,0.4723119,0.003879075,0.003069106,0.09884431,0.0878361,0.001860748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563549,0.03036158,0.00006074934,0.003207116,0.0005076847,0.00002979273,0.000009795403,0.000006217411,0.009462189],"genre_scores_gemma":[0.9976084,0.0005778905,0.0007320429,0.00008243566,0.0003470392,1.554827e-7,0.000002885166,0.000001461598,0.0006477115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4495678,"threshold_uncertainty_score":0.2695973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462656212678745,"score_gpt":0.3082333819281232,"score_spread":0.2619677606602487,"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."}}