{"id":"W4401008425","doi":"10.29173/ikc4093","title":"Developing thermochemical models of Canada's lithosphere","year":2024,"lang":"en","type":"article","venue":"","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lithosphere; Geology; Earth science; Seismology; Tectonics","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":[0.0002931634,0.0007050215,0.0004440568,0.0007530302,0.001483176,0.00183119,0.001457405,0.001079268,0.001998775],"category_scores_gemma":[0.00146368,0.0007214919,0.0007173509,0.000998686,0.0005611676,0.0006671409,0.0006240957,0.0008428214,0.0003413129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01492668,"about_ca_system_score_gemma":0.03049779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9592144,"about_ca_topic_score_gemma":0.9336149,"domain_scores_codex":[0.9998735,0.0000157443,0.000005572741,0.00002414816,0.0000432833,0.00003771577],"domain_scores_gemma":[0.999594,0.0001065035,0.00002443639,0.00002527938,0.0001867694,0.00006309171],"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":[0.000009640845,0.00001076244,0.001381911,0.00001152111,0.00001213248,0.00002149569,0.00002389219,0.9943565,0.0002921745,0.001593667,0.0004959124,0.001790356],"study_design_scores_gemma":[0.00001243014,0.0000036269,0.0006097167,0.000005976201,0.000006840942,0.00000312184,0.00003563535,0.997276,0.0002793283,0.0006594898,0.001099025,0.000008753212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8384636,0.000894933,0.07666227,0.001984933,0.0002039604,0.0003785053,0.008867386,0.001778308,0.07076599],"genre_scores_gemma":[0.9615395,0.0004290752,0.02854309,0.0001114325,0.00001971308,0.0001144846,0.001770072,0.0002202266,0.00725242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04078561,"threshold_uncertainty_score":0.1083012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400939990752159,"score_gpt":0.2093678338886095,"score_spread":0.1953584339810879,"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."}}