{"id":"W4368232309","doi":"10.4095/331348","title":"Canada in 3D (C3D) the next generation view of the geology of Canada","year":2023,"lang":"en","type":"report","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Variety (cybernetics); Bedrock; Geological survey; The Internet; Scale (ratio); Internet portal; Web site; Computer science; Library science; World Wide Web; Geology; Earth science; Geography; Cartography; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005505021,0.0001092618,0.0003421316,0.00003161639,0.00006976952,0.000005501567,0.0003377515,0.00009835015,0.001886038],"category_scores_gemma":[0.0002524949,0.000048159,0.00006638416,0.0003400482,0.00004960433,0.00001141214,0.00002142818,0.0001967612,0.000001851779],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002171744,"about_ca_system_score_gemma":0.007978396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999712,"about_ca_topic_score_gemma":0.9999989,"domain_scores_codex":[0.9984606,0.0001371436,0.0004400931,0.0001780915,0.0005914682,0.0001926292],"domain_scores_gemma":[0.9991634,0.00018021,0.000221632,0.0002664604,0.000135416,0.00003283187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000002522936,0.000005453261,0.2995963,0.0001070478,0.0001016727,0.00001918286,0.00002022355,0.5134835,0.000002876998,0.00001532576,0.1580818,0.02856412],"study_design_scores_gemma":[0.00008747336,0.00003929415,0.4599414,0.00008554859,0.0001265952,0.00001622045,0.0001870542,0.2897942,0.00002287198,0.0001646751,0.2492416,0.000293128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7397593,0.01906537,0.00009681684,0.02963788,0.008849939,0.0009517352,0.00107953,0.00003173188,0.2005277],"genre_scores_gemma":[0.9872878,0.001075975,0.00002078672,0.0003830231,0.0001001697,9.206945e-7,0.000160712,0.000001777091,0.01096883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475285,"threshold_uncertainty_score":0.9990264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171877392034572,"score_gpt":0.2421914259004893,"score_spread":0.1250036866970321,"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."}}