{"id":"W4245438557","doi":"10.1190/tle35100916.1","title":"Reviews","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Studies","funders":"","keywords":"Lode; Metallogeny; Library science; Art; Computer science; Geology; Geochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001127746,0.001296066,0.0014359,0.00383033,0.0008755366,0.004706791,0.002626174,0.002687553,0.2906581],"category_scores_gemma":[0.005783226,0.0004668078,0.0008707544,0.003566996,0.0009542402,0.003535562,0.002467537,0.002613258,0.2499722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880186,"about_ca_system_score_gemma":0.004086222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682519,"about_ca_topic_score_gemma":0.003922311,"domain_scores_codex":[0.9984283,0.0002104978,0.0001538089,0.0003128984,0.0007472167,0.0001472555],"domain_scores_gemma":[0.9972981,0.000704889,0.000195766,0.0002806115,0.001106852,0.0004138469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002873663,0.00002268429,0.00007516152,0.001518234,0.00001274314,0.00008154201,0.00007674627,0.00006738598,0.0002029144,0.00428866,0.8071157,0.1865096],"study_design_scores_gemma":[0.000002222097,0.000003817336,0.00006578086,0.0003405167,0.00000321674,0.00009958859,0.00001800313,0.000004246922,0.00002058793,0.0005585217,0.9988813,0.000002214982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0005116662,0.6018806,0.002381878,0.02608581,0.05084282,0.0001551754,0.003973766,0.001117966,0.3130503],"genre_scores_gemma":[0.004388874,0.5223622,0.002940452,0.02060606,0.02480909,0.0002076435,0.006711242,0.0007524758,0.4172219],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7093419,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304374186127316,"score_gpt":0.2603715765181384,"score_spread":0.2173278346568652,"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."}}