{"id":"W4246432314","doi":"10.1190/tle22111163.1","title":"Review","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University","funders":"","keywords":"Geology; Plenum space; Library science; Art history; History; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004345587,0.00005199594,0.00009609068,0.000008125007,0.00009219825,0.00001193759,0.0001287332,0.00001443036,0.001237182],"category_scores_gemma":[0.0002514884,0.00002643327,0.00004199456,0.0002548506,0.00002996426,0.00003016078,0.000002018653,0.0001110469,0.004296021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.865846e-7,"about_ca_system_score_gemma":0.000008594096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003906345,"about_ca_topic_score_gemma":0.000013121,"domain_scores_codex":[0.9994214,0.0001794018,0.00007037938,0.00008795371,0.00006921241,0.0001717115],"domain_scores_gemma":[0.9995375,0.0002614265,0.0000188624,0.0001261781,0.000009124083,0.00004687604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002428729,0.000008815457,0.002607534,0.00008980413,0.000007713438,0.000002204387,0.00003608281,0.0000222719,0.00002943645,0.003545422,0.04846273,0.9451855],"study_design_scores_gemma":[0.0000447684,0.00004890898,0.02337222,0.00009186493,0.00001760332,0.00001148436,0.000003113917,0.000125957,0.0002629553,0.01952173,0.9564019,0.00009742337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03547438,0.1413383,0.001345426,0.008960516,0.00126263,0.000477043,0.000006422059,0.0001627228,0.8109725],"genre_scores_gemma":[0.9531772,0.004959568,0.002565644,0.02068649,0.0003256858,0.000002492774,0.000007582957,0.00000482327,0.01827051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9450881,"threshold_uncertainty_score":0.9996758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749918877193167,"score_gpt":0.2773758078123621,"score_spread":0.2398766190404304,"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."}}