{"id":"W2361692004","doi":"","title":"Development characteristics of organic-rich shale and strategic selection of shale gas exploration area in China","year":2009,"lang":"en","type":"article","venue":"Tianranqi gongye","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil shale; Geology; Shell in situ conversion process; Coal; Petroleum engineering; Geochemistry; Source rock; Unconventional oil; Mining engineering; Structural basin; Paleontology; Waste management; 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":[0.0001118896,0.0001133329,0.0002317541,0.0001895441,0.00002363452,0.00001388704,0.00006049292,0.00007012342,0.00009593123],"category_scores_gemma":[0.00001194911,0.000112477,0.00002318523,0.0004283082,0.00001369301,0.0001592663,0.000007240548,0.00009331648,0.000005437716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003826508,"about_ca_system_score_gemma":0.00002814456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009917203,"about_ca_topic_score_gemma":0.0001590638,"domain_scores_codex":[0.9992251,0.000017962,0.0003834015,0.0001176106,0.0001327579,0.0001231478],"domain_scores_gemma":[0.9997417,0.000009038398,0.00006802387,0.00009530743,0.00004318057,0.00004277335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001211097,0.0006422643,0.02948785,0.0006798797,0.0002602485,0.00002101276,0.01934877,0.02184635,0.8944491,0.0008491594,0.00007596621,0.03221831],"study_design_scores_gemma":[0.001742503,0.0002891446,0.2239506,0.000255168,0.0001058768,0.00001484526,0.002079489,0.4797561,0.288909,0.00190261,0.0001692173,0.0008254732],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963745,0.00007483967,0.001912986,0.00005953251,0.00002939784,0.00009203026,0.00000232009,0.00004870702,0.001405727],"genre_scores_gemma":[0.9991464,0.0002117485,0.000497841,0.000006997955,0.00001885162,0.000005069321,0.00003681058,0.00001122256,0.00006505918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.60554,"threshold_uncertainty_score":0.4586678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649861278406693,"score_gpt":0.2100562238899553,"score_spread":0.1935576111058884,"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."}}