{"id":"W6965486127","doi":"10.35002/v259-7j56","title":"Canadian Marketable Natural Gas Production","year":2020,"lang":"en","type":"dataset","venue":"Canadian Energy Regulator","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Natural (archaeology); Natural gas; Work (physics); Yield (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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009069712,0.0002855807,0.0002687572,0.0001664826,0.0006602046,0.00003336566,0.0004815718,0.0003705922,0.004894561],"category_scores_gemma":[0.00008360345,0.0002974508,0.00008060926,0.0003194155,0.0002672054,0.0001134848,0.0001325215,0.000301615,0.002541898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493027,"about_ca_system_score_gemma":0.0005844857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9808623,"about_ca_topic_score_gemma":0.9997776,"domain_scores_codex":[0.9982993,0.00005749512,0.0001450797,0.0006146379,0.0001709204,0.0007125659],"domain_scores_gemma":[0.9983833,0.00001106697,0.00007140324,0.0003955722,0.00001437685,0.001124301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005014666,0.000003738719,0.001483709,0.000008377778,0.0000524315,0.0001384523,0.00001091482,0.00001793425,0.000003043164,0.000007438336,0.9978275,0.0004414381],"study_design_scores_gemma":[0.00005828355,0.00001913109,0.00574212,0.00000864314,0.0000567774,0.00002060213,0.0000222666,0.000006455907,0.00001937479,0.00003153564,0.9936703,0.0003445247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000584761,0.0001943747,3.561056e-8,0.008553052,0.002084421,0.0001297186,0.9859368,0.00002231631,0.002494506],"genre_scores_gemma":[0.004278666,0.0001739525,0.00002756871,0.005385626,0.0004333626,0.00001677937,0.975927,0.00001566825,0.01374135],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01891521,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004105933218689602,"score_gpt":0.1488936392520803,"score_spread":0.1447877060333907,"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."}}