{"id":"W4403266703","doi":"10.4095/pjucp83rbn","title":"Geological Survey of Canada field data model","year":2024,"lang":"en","type":"report","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geological survey; Field (mathematics); Field survey; Geology; Survey data collection; Data science; Seismology; Computer science; Geophysics; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131818,0.001454778,0.001085068,0.006124523,0.002730933,0.003140325,0.00370009,0.0008019201,0.1186267],"category_scores_gemma":[0.005527833,0.001057268,0.0008582155,0.01565761,0.0006826658,0.002089575,0.001046502,0.00164336,0.05909412],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02974916,"about_ca_system_score_gemma":0.07827929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919394,"about_ca_topic_score_gemma":0.9904631,"domain_scores_codex":[0.9988029,0.00008452639,0.0000664651,0.0001383725,0.0006589665,0.0002488536],"domain_scores_gemma":[0.9901722,0.0004199313,0.0002461183,0.0007402292,0.007924663,0.0004968048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004026602,0.00001662245,0.001879777,0.00009322706,0.00001287399,0.00001200029,0.00006976912,0.001124545,0.0000828875,0.004256348,0.9838885,0.008523082],"study_design_scores_gemma":[0.00007165839,0.000004650605,0.008150932,0.0001247897,0.00002668947,0.00002007984,0.0002590973,0.003118563,0.0004771716,0.002114754,0.9855804,0.00005126951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004390883,0.00003452523,0.001110446,0.0003210232,0.00005203567,0.0001002778,0.974449,0.001035864,0.02245778],"genre_scores_gemma":[0.005337321,0.0003947897,0.006039625,0.0002039645,0.00001807711,0.0004099191,0.938933,0.0008588309,0.04780452],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9702508,"threshold_uncertainty_score":0.3968458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1848843843581714,"score_gpt":0.2909984735725158,"score_spread":0.1061140892143445,"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."}}