{"id":"W3097611554","doi":"10.1130/abs/2020am-353894","title":"ENHANCED METHODS FOR NATIONAL 3D GEOLOGICAL MODELLING IN CANADA","year":2020,"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":"Geological Survey of Canada","funders":"","keywords":"Computer science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005800275,0.0005875673,0.0004658911,0.001267482,0.00154565,0.001706972,0.001565955,0.0005053286,0.008669335],"category_scores_gemma":[0.002459401,0.0004951254,0.000801278,0.002070896,0.0003986736,0.0007076511,0.001176601,0.0007105972,0.001159498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01014999,"about_ca_system_score_gemma":0.02137035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753358,"about_ca_topic_score_gemma":0.9808064,"domain_scores_codex":[0.9995947,0.00003898367,0.00002310777,0.00005310817,0.0002372139,0.00005284943],"domain_scores_gemma":[0.9991103,0.0001389213,0.00002652868,0.00006822103,0.0006181423,0.00003786322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008413808,0.00004742427,0.007837809,0.0001250366,0.00009107582,0.0001411168,0.000301665,0.7675676,0.002157513,0.03257224,0.02389936,0.1651749],"study_design_scores_gemma":[0.00001100283,0.000002479703,0.0012371,0.00001762141,0.00001297771,0.00001676945,0.00007146118,0.9772768,0.0008513388,0.002696778,0.0177879,0.00001775178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08245859,0.001264563,0.8358937,0.001315675,0.0003170724,0.0003340502,0.0174493,0.01150086,0.04946625],"genre_scores_gemma":[0.4366901,0.001221273,0.5098836,0.0001465298,0.00003723982,0.0002764937,0.008344465,0.001980563,0.04141973],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02466416,"threshold_uncertainty_score":0.07364374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033364749103045,"score_gpt":0.2752104911921912,"score_spread":0.2248768437011608,"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."}}