{"id":"W2994764418","doi":"","title":"Geochemical and petrological control on the reservoir quality of the unconventional petroleum systems in western Canada","year":2014,"lang":"en","type":"article","venue":"EGUGA","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Petroleum; Petroleum engineering; Tight oil; Unconventional oil; Geochemistry; Petroleum reservoir; Earth science; Mining engineering; Oil shale; Paleontology","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":[0.0005460801,0.0000820304,0.0001895139,0.00002417263,0.00003709818,0.00001498169,0.0001693204,0.00005058656,0.00002001188],"category_scores_gemma":[0.0001471677,0.00004351619,0.00005216236,0.00009494516,0.00005257212,0.00002054219,0.00002396916,0.0001868478,0.000002024897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005276547,"about_ca_system_score_gemma":0.00002803468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02325056,"about_ca_topic_score_gemma":0.1385722,"domain_scores_codex":[0.9989606,0.000268513,0.0002587869,0.0001020247,0.0002838955,0.0001262032],"domain_scores_gemma":[0.9993708,0.0003062239,0.0000424006,0.0002198993,0.00002087304,0.00003982996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005470125,0.00005374651,0.512139,0.0001115379,0.0001342664,0.000002442373,0.0001175911,0.4727193,0.003646138,0.008133383,0.002856126,0.00003188659],"study_design_scores_gemma":[0.002234393,0.00006753858,0.4605651,0.0001036739,0.00004062837,0.000004738935,0.0004151237,0.5182843,0.0009422504,0.0007129019,0.01627911,0.0003501476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957266,0.00009704931,0.0001510351,0.002686799,0.0001329594,0.00007306183,0.00001111541,0.00001465453,0.00110675],"genre_scores_gemma":[0.9996036,0.000004545483,0.000001339209,0.0001701074,0.00005331399,0.00001847658,0.000003181958,0.000005539558,0.0001399357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153217,"threshold_uncertainty_score":0.9832537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146156339831927,"score_gpt":0.2156104270875053,"score_spread":0.2009947931043126,"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."}}