{"id":"W2617372487","doi":"","title":"Living a Philosophy - Coalbed Methane Development In Canada","year":2005,"lang":"en","type":"article","venue":"18th World Petroleum Congress","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coalbed methane; Geology; Geography; Coal; Archaeology; Coal mining","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000201703,0.0002555416,0.0002586023,0.00002196424,0.00008973699,0.00001847146,0.0003592302,0.00003706335,0.004194174],"category_scores_gemma":[0.00001038276,0.0002566302,0.00003771843,0.0002662189,0.0001121858,0.0001984796,0.0003325494,0.0002345748,0.0002639604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002883059,"about_ca_system_score_gemma":0.000139744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4230146,"about_ca_topic_score_gemma":0.9666576,"domain_scores_codex":[0.9980882,0.00006115185,0.0003801829,0.0004197009,0.0004920882,0.0005586267],"domain_scores_gemma":[0.9993247,0.00008633384,0.0001107891,0.0002710798,0.000002155871,0.0002049251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002223034,0.0001000061,0.7999195,0.000007846807,0.0000186497,0.00005033665,0.0002481746,0.1788611,0.0001426046,0.00005293313,0.0006706791,0.01990597],"study_design_scores_gemma":[0.0008891075,0.00002513643,0.688203,0.000108411,0.00001684352,0.00001524609,0.0002325921,0.04426865,0.000360881,0.00004529874,0.2649872,0.0008475662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971109,0.0001079764,0.0002286406,0.0005355421,0.0002504365,0.0001293033,0.000002128209,0.00003012228,0.02760685],"genre_scores_gemma":[0.9795077,0.0000163879,0.008123431,0.0009367618,0.00005641646,0.00004047347,0.00000442809,0.00002914951,0.0112852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.543643,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006866654691880892,"score_gpt":0.1911563343168586,"score_spread":0.1842896796249777,"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."}}