{"id":"W2981180139","doi":"10.5382/av100.07","title":"Diamonds&lt;subtitle&gt;Crustal Distribution and Formation Processes in Time and Space and an Integrated Deposit Model&lt;/subtitle&gt;","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subtitle; Publishing; Political science; Geology; Economic history; History; Law; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002100893,0.0003478817,0.0003139159,0.00009880713,0.0001205735,0.0002897563,0.0002668879,0.0003719942,0.00006389582],"category_scores_gemma":[0.00005606993,0.0003072556,0.00002456235,0.0000945038,0.0001158015,0.0008780574,0.0002880686,0.0002622641,0.00001437118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006229183,"about_ca_system_score_gemma":0.00007417099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002811005,"about_ca_topic_score_gemma":0.000343574,"domain_scores_codex":[0.9985948,0.00001709414,0.0003136476,0.0005776551,0.0002283584,0.0002684778],"domain_scores_gemma":[0.9991953,0.00004533693,0.0001638086,0.0002804626,0.0001692628,0.0001458437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004490417,0.0006633251,0.002238745,0.005776303,0.0003377033,0.0003835871,0.009604761,0.006056444,0.0239728,0.6892077,0.01934244,0.2419671],"study_design_scores_gemma":[0.0008726916,0.0002096738,0.0005104539,0.0005569399,0.00005560037,0.0002736373,0.0000308426,0.9152488,0.003684408,0.02288181,0.05446159,0.001213547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05622169,0.003838189,0.301906,0.0026271,0.0001145687,0.001422818,0.000277222,0.0006972746,0.6328951],"genre_scores_gemma":[0.769043,0.001388473,0.01178482,0.0001650183,0.000136319,0.00002928276,0.000914279,0.00002454673,0.2165143],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9091924,"threshold_uncertainty_score":0.999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045173224506379,"score_gpt":0.1988221781926628,"score_spread":0.1883704459475991,"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."}}