{"id":"W2419181979","doi":"","title":"Lithology Of Paleovalley-fills From Petrophysical Data: Mannville Group, Lower Cretaceous, Southern Alberta, Canada","year":2001,"lang":"en","type":"article","venue":"Petrophysics – The SPWLA Journal of Formation Evaluation and Reservoir Description","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Petrophysics; Cretaceous; Geology; Lithology; Group (periodic table); Geochemistry; Petrology; Paleontology; Geotechnical engineering; Chemistry","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":[0.0002606254,0.0003411207,0.0002618323,0.00357103,0.001307555,0.0008732707,0.0006957952,0.0001990153,0.002670767],"category_scores_gemma":[0.0009540753,0.000163877,0.0001771795,0.005440985,0.000435317,0.0002305634,0.00050024,0.00016346,0.000569884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007744525,"about_ca_system_score_gemma":0.008799203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870285,"about_ca_topic_score_gemma":0.9965581,"domain_scores_codex":[0.9997994,0.000008306173,0.00001534523,0.00002697259,0.00009422155,0.00005571125],"domain_scores_gemma":[0.9992644,0.00004206086,0.00008083326,0.00003247129,0.0004643783,0.0001158548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002843188,0.00004303647,0.95155,0.00007605345,0.00006922943,0.0004927683,0.001570361,0.005898719,0.002948374,0.0004149387,0.002727157,0.03392505],"study_design_scores_gemma":[0.000007571451,0.00000751364,0.9934579,0.00002388837,0.00001983074,0.00006686184,0.001180793,0.002209734,0.0005917897,0.00004344534,0.002381295,0.000009586503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894303,0.0002301898,0.0002710996,0.00003475492,0.000002285922,0.00002606976,0.006588996,0.00005356856,0.003362859],"genre_scores_gemma":[0.9893721,0.0001487629,0.0006127793,0.00001215873,0.000001444788,0.000009442214,0.006593999,0.00001688685,0.003232455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297152,"threshold_uncertainty_score":0.05619067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346357392095462,"score_gpt":0.2461944628588308,"score_spread":0.2127308889378762,"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."}}