{"id":"W4226085206","doi":"10.1130/abs/2022cd-373838","title":"RETHINKING THE VOCABULARY FOR CARBONATE FAULT ROCKS","year":2022,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Carbonate; Geology; Carbonate rock; Geochemistry; Fault (geology); Vocabulary; Computer science; Earth science; Seismology; Linguistics; Materials science; Sedimentary rock; Philosophy; Metallurgy","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":[],"consensus_categories":[],"category_scores_codex":[0.00416063,0.0009512564,0.001417818,0.004685324,0.003459927,0.01037741,0.003727236,0.002575699,0.01863915],"category_scores_gemma":[0.01588012,0.001461753,0.002452186,0.006293309,0.005857931,0.02827125,0.007688899,0.006368128,0.006668574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998444,"about_ca_system_score_gemma":0.005004034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02089669,"about_ca_topic_score_gemma":0.02589914,"domain_scores_codex":[0.9967146,0.0008988928,0.0008035782,0.000679774,0.0007053681,0.0001977875],"domain_scores_gemma":[0.989228,0.004332656,0.0003939527,0.003140498,0.002445573,0.00045929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000720692,0.00002995525,0.001305953,0.0005345388,0.00003420479,0.0001987808,0.005614388,0.001299027,0.002651567,0.8105959,0.1005733,0.07709035],"study_design_scores_gemma":[0.00002131737,0.0000132658,0.0003429164,0.000325526,0.00003612076,0.0001514236,0.001107955,0.005672666,0.001338459,0.2210928,0.769847,0.00005052314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01941388,0.004770886,0.8710462,0.0194286,0.004520932,0.0002770696,0.01722727,0.02293505,0.04038014],"genre_scores_gemma":[0.1987578,0.005837947,0.7092876,0.005761003,0.00232179,0.0005024949,0.02554993,0.02920936,0.02277202],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02089669,"threshold_uncertainty_score":0.06235415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753378089505385,"score_gpt":0.2768471589201858,"score_spread":0.249313378025132,"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."}}