{"id":"W4210540320","doi":"10.1190/tle20050552.1","title":"Reviews","year":2001,"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":"Geological Survey of Canada","funders":"","keywords":"Hydrogeology; Geology; Geophysics; Library science; Structural geology; Engineering physics; Engineering; Seismology; Computer science; Geotechnical engineering","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":[0.00114015,0.001272545,0.00143792,0.0038985,0.000728915,0.004043605,0.002727465,0.002540794,0.2111587],"category_scores_gemma":[0.005802515,0.0004808059,0.0008750382,0.003560389,0.0007719039,0.003216908,0.002130681,0.00249363,0.1749632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801316,"about_ca_system_score_gemma":0.004049075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659904,"about_ca_topic_score_gemma":0.004207787,"domain_scores_codex":[0.9986932,0.0001664556,0.0001268417,0.00026376,0.0006181845,0.0001317001],"domain_scores_gemma":[0.9974763,0.0006173776,0.0001821694,0.0002083488,0.00114575,0.0003700241],"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":[0.0000325699,0.00002368677,0.00008058644,0.001931609,0.00001514573,0.00008315801,0.00005606147,0.00006797504,0.0001937674,0.002665185,0.7892911,0.2055593],"study_design_scores_gemma":[0.000002672011,0.000004937162,0.00007382462,0.0004721546,0.000004881886,0.0001287658,0.00001705921,0.000004659981,0.00002376571,0.0005346305,0.9987301,0.000002572865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003778064,0.7857177,0.001713671,0.02301037,0.03862388,0.0001247616,0.002798114,0.000644096,0.1469895],"genre_scores_gemma":[0.003158624,0.716475,0.002459933,0.02046486,0.02129342,0.000170418,0.004919833,0.0004244651,0.2306335],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7888413,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103852236434633,"score_gpt":0.2720448503942177,"score_spread":0.2210063280298713,"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."}}