{"id":"W4410668098","doi":"10.5040/9781666992748","title":"Global Impact of Unconventional Energy Resources","year":2018,"lang":"en","type":"book","venue":"Lexington Books","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy resources; Energy (signal processing); Natural resource economics; Environmental science; Economics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002324963,0.0005451327,0.0001710839,0.000999127,0.0004563994,0.002752451,0.0002949034,0.0007268092,0.0273915],"category_scores_gemma":[0.000299592,0.000114945,0.0002921483,0.002937237,0.0006102624,0.002346682,0.001629261,0.0008085492,0.003315152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372226,"about_ca_system_score_gemma":0.001093756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006217662,"about_ca_topic_score_gemma":0.01137218,"domain_scores_codex":[0.9998069,0.00002879405,0.000006464611,0.00002397441,0.00009562749,0.00003825273],"domain_scores_gemma":[0.9998834,0.00002856349,0.00001638187,0.00001237967,0.00004670154,0.00001260607],"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":[0.00004714282,0.00002885415,0.004302442,0.001787838,0.00005068357,0.0006355232,0.001373655,0.002267626,0.00259908,0.2685708,0.3608363,0.3575002],"study_design_scores_gemma":[0.000001179935,0.000008589514,0.003322018,0.0003429512,0.000006474758,0.0002082979,0.0005700225,0.00008594074,0.0004112652,0.008480166,0.9865568,0.00000621441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01441075,0.07371819,0.0006277514,0.01586995,0.002286664,0.00001096284,0.002260949,0.0002041219,0.8906107],"genre_scores_gemma":[0.2853984,0.2880168,0.003112242,0.008124811,0.001526497,0.00005477029,0.005247206,0.0004970229,0.4080222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0273915,"threshold_uncertainty_score":0.09163368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500065335647827,"score_gpt":0.2923709987651815,"score_spread":0.2773703454087033,"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."}}