{"id":"W4230562554","doi":"10.1190/tle26070921.1","title":"Reviews","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Library science; Political science; Philosophy; Computer science","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":[0.0012274,0.001169967,0.001318161,0.003361371,0.0009204439,0.004951079,0.002626055,0.002583286,0.3346449],"category_scores_gemma":[0.005767209,0.0004185723,0.0008796637,0.003567467,0.0007765545,0.003749818,0.002280622,0.002363489,0.3010139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044035,"about_ca_system_score_gemma":0.004073773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502787,"about_ca_topic_score_gemma":0.003873589,"domain_scores_codex":[0.9984593,0.0001836356,0.0001368898,0.0002876496,0.0008127303,0.0001198357],"domain_scores_gemma":[0.9976803,0.0004765631,0.0001441746,0.0002091896,0.001144153,0.0003456046],"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":[0.00002574907,0.00002138108,0.00006620863,0.001179829,0.000009661816,0.00007718532,0.00006265345,0.00005312753,0.0002010413,0.005637723,0.7972574,0.195408],"study_design_scores_gemma":[0.000002110432,0.000003897953,0.0000498938,0.00024712,0.000002701764,0.00008834997,0.00001686853,0.000004554019,0.00002128554,0.0007027225,0.9988583,0.000002211273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005919959,0.438361,0.003615028,0.03118457,0.05364673,0.000247436,0.005516843,0.001538134,0.4652982],"genre_scores_gemma":[0.004253939,0.3686804,0.004408285,0.02121108,0.02244296,0.0003123058,0.008082665,0.0008277015,0.5697807],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6653551,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0608716205346861,"score_gpt":0.269854055762605,"score_spread":0.2089824352279189,"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."}}