{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001310427,0.001188573,0.0008209078,0.00222112,0.001810422,0.006077692,0.001783029,0.002411935,0.1019326],"category_scores_gemma":[0.002292656,0.0005404346,0.001248583,0.0025024,0.003185547,0.004009434,0.001742178,0.003222869,0.0274713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005208021,"about_ca_system_score_gemma":0.002648123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0520173,"about_ca_topic_score_gemma":0.06579933,"domain_scores_codex":[0.9993623,0.0001234582,0.00004027235,0.0001759222,0.0002483635,0.00004964352],"domain_scores_gemma":[0.9989091,0.0002797641,0.0001159597,0.0001464867,0.0003566582,0.0001919686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003475969,0.00001867031,0.0003877686,0.0001718313,0.00001079438,0.00007594416,0.000117779,0.001485725,0.0002779631,0.1433689,0.8188642,0.03518559],"study_design_scores_gemma":[0.00001063209,0.00001269793,0.0009556144,0.00009661402,0.000006404443,0.00009857623,0.0001014363,0.002075906,0.0001522033,0.05874229,0.9377317,0.00001590914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002333872,0.05711776,0.07134909,0.08484471,0.1292784,0.00036809,0.0151098,0.002119903,0.6374784],"genre_scores_gemma":[0.06955011,0.02596461,0.02316147,0.006804872,0.02283759,0.0003528794,0.006547474,0.002184782,0.8425963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1019326,"threshold_uncertainty_score":0.3409986,"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."}}