{"id":"W2743050784","doi":"","title":"GEOCHEMICAL AND PETROPHYSICAL CHARACTERISTICS OF THE HORN RIVER FORMATION: BRITISH COLUMBIA, CA","year":2017,"lang":"en","type":"dissertation","venue":"UTA ResearchCommons (University of Texas Arlington)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French horn; Geology; Petrophysics; Archaeology; Geography; Porosity; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001329467,0.000122039,0.0004210407,0.0001152738,0.0003501506,0.0001200971,0.0006742542,0.00022572,0.0002828327],"category_scores_gemma":[0.00008896286,0.0001699472,0.000224142,0.0001838041,0.0003879367,0.0002426227,0.0001410608,0.0005433206,0.00001395301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006533771,"about_ca_system_score_gemma":0.00007404197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0107387,"about_ca_topic_score_gemma":0.05503498,"domain_scores_codex":[0.9988781,0.00005904919,0.0002032504,0.0001836333,0.0004681649,0.0002078087],"domain_scores_gemma":[0.9989238,0.00005658728,0.0001793693,0.0004893154,0.0002354557,0.0001154356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001500782,0.00299107,0.1616785,0.02705882,0.01035256,0.001107364,0.04016172,0.00383771,0.06926898,0.001154214,0.2541046,0.4267837],"study_design_scores_gemma":[0.002897017,0.0002656365,0.6808715,0.002592881,0.001171856,0.0000370135,0.007316654,0.2552073,0.003619354,0.001154364,0.04311545,0.001750897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924484,0.0001143306,0.00006480976,0.00008195169,0.00009925647,0.0001648513,0.0002487564,0.00002967285,0.00674793],"genre_scores_gemma":[0.9870214,0.0007051158,0.00009402503,0.000001891318,0.00003782579,4.82339e-7,0.0004746053,0.00002071301,0.01164388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5191931,"threshold_uncertainty_score":0.9958489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009623098621943346,"score_gpt":0.2074363558853708,"score_spread":0.1978132572634274,"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."}}