{"id":"W4256202435","doi":"10.1190/tle19121344.1","title":"Reviews","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Studies; Calgary Construction Association","funders":"","keywords":"Comet; Philosophy; History; Art history; Library science; Astrobiology; Computer science; Physics","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":[],"category_scores_codex":[0.0003216164,0.00005116379,0.00008975332,0.00001145879,0.0001936424,0.00002315219,0.0004676395,0.00001778775,0.0001031484],"category_scores_gemma":[0.00002126673,0.00002970017,0.00003511671,0.0001295339,0.00005383401,0.00008469184,0.00004284454,0.00008377671,0.007517702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004214997,"about_ca_system_score_gemma":0.00000469877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000408986,"about_ca_topic_score_gemma":0.000001963975,"domain_scores_codex":[0.9995622,0.0000691452,0.00007593662,0.0001106794,0.00003965733,0.0001423982],"domain_scores_gemma":[0.9995711,0.00006368502,0.0000154283,0.0003288553,0.000005672229,0.00001524908],"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":[0.000001508203,0.000007347553,0.0001957879,0.000003158971,0.000007966688,0.000003865247,0.002128271,0.00001032448,0.00002068442,0.01766844,0.1280758,0.8518769],"study_design_scores_gemma":[0.00004107797,0.00001304806,0.002643519,0.00000919256,0.000002594507,0.00001680126,0.000003553117,0.0002627013,0.00007609821,0.003886557,0.9929935,0.00005140397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1249811,0.02732091,0.05126603,0.06108777,0.00244788,0.0005388465,6.746857e-7,0.0007542237,0.7316026],"genre_scores_gemma":[0.830637,0.002689735,0.00581036,0.01674336,0.0005797162,0.00003174803,5.413614e-7,0.000009781318,0.1434978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8649177,"threshold_uncertainty_score":0.9932551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364258934294462,"score_gpt":0.2700680175375811,"score_spread":0.233642124108135,"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."}}