{"id":"W2328537009","doi":"10.1190/ice2016-6433538.1","title":"Influential factors on rock density of typical shale gas reservoirs","year":2016,"lang":"en","type":"article","venue":"International Conference and Exhibition, Barcelona, Spain, 3-6 April 2016","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil shale; Shale gas; Petroleum engineering; Geology; Mining engineering; Petrology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001701114,0.0002161656,0.0002547787,0.0002506977,0.00007924925,0.00005321853,0.0002461161,0.000138452,0.001652705],"category_scores_gemma":[0.0001338667,0.0001527666,0.0001207063,0.0001164251,0.0001005139,0.0003246129,0.00007574244,0.0001308242,0.0001708823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000750379,"about_ca_system_score_gemma":0.00005357616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000578904,"about_ca_topic_score_gemma":0.00009167597,"domain_scores_codex":[0.9985608,0.00005706978,0.0004049554,0.0002920039,0.0004562305,0.000228957],"domain_scores_gemma":[0.9990463,0.0001191022,0.00007955094,0.0002339022,0.0003618773,0.0001593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002749302,0.001337537,0.1810922,0.0005601391,0.003524513,0.0001597212,0.00686011,0.01802918,0.5225044,0.1400619,0.07791672,0.04520427],"study_design_scores_gemma":[0.01163441,0.00111734,0.1973894,0.00330671,0.0003797237,0.00008441692,0.003147659,0.2905367,0.3852297,0.04881675,0.05399331,0.004363906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687927,0.00004444689,0.02020659,0.001714608,0.0004071374,0.0001133357,0.00008737647,0.0001336604,0.008500079],"genre_scores_gemma":[0.9980042,0.0005416168,0.00007467685,0.0000937474,0.0001657434,0.00001215452,0.00006432534,0.00002168185,0.001021845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2725075,"threshold_uncertainty_score":0.9992599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053120115806524,"score_gpt":0.2384856706147309,"score_spread":0.2179544694566657,"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."}}