{"id":"W2965772267","doi":"10.1130/abs/2019am-334431","title":"AUTOMATICALLY IDENTIFYING AND EXAMINING GEODYNAMIC FEATURES IN PLATE TECTONIC MODELS","year":2019,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geology; Tectonics; Geodynamics; Plate tectonics; Computer science; Geophysics; Seismology","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":[0.0004861417,0.001162815,0.0006977863,0.002356736,0.0006613485,0.001781052,0.00106676,0.0009734445,0.002747008],"category_scores_gemma":[0.002637373,0.0008339738,0.00101895,0.001393686,0.0004118029,0.001566495,0.001009371,0.0009205035,0.001074201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007359476,"about_ca_system_score_gemma":0.001317971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01741276,"about_ca_topic_score_gemma":0.03567192,"domain_scores_codex":[0.9997287,0.00003038245,0.0000238473,0.0001089653,0.0000775693,0.00003048924],"domain_scores_gemma":[0.9989562,0.0005716013,0.0001237693,0.0001274578,0.0001645477,0.00005638942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005414376,0.0004397856,0.0739535,0.0006637158,0.0002731991,0.001284786,0.0008411697,0.2939229,0.05527613,0.006551292,0.02207549,0.5441766],"study_design_scores_gemma":[0.00002484988,0.00003881756,0.006181505,0.00003199209,0.00008182666,0.00009686356,0.0001863337,0.9745066,0.0117721,0.002508106,0.004556009,0.00001500168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4463663,0.0006538555,0.4992174,0.0004152591,0.0001141813,0.0004110828,0.009281541,0.03740191,0.00613851],"genre_scores_gemma":[0.6980715,0.0003338838,0.2829387,0.0000594665,0.00003971521,0.0001206028,0.01472905,0.00128641,0.002420668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01741276,"threshold_uncertainty_score":0.03462279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370199011997258,"score_gpt":0.2335675432593471,"score_spread":0.2098655531393746,"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."}}