{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003968727,0.0005319231,0.0007510505,0.0002083766,0.0001544455,0.00006577017,0.0007945739,0.0008552915,0.003054201],"category_scores_gemma":[0.0001632679,0.0004783963,0.001032406,0.0001765345,0.0008325041,0.00008914514,0.000384317,0.0003173437,0.00009049108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910671,"about_ca_system_score_gemma":0.00186149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01270992,"about_ca_topic_score_gemma":0.002443093,"domain_scores_codex":[0.9967151,0.0002140057,0.0006892509,0.0006799568,0.000966062,0.0007356268],"domain_scores_gemma":[0.9976872,0.0001376355,0.0003532271,0.0008834856,0.000659776,0.0002787213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005012774,0.0001057236,0.0005287164,0.0001865281,0.0007069222,0.00005554389,0.00007472623,0.001498938,0.00001193265,0.8912132,0.09571457,0.009401964],"study_design_scores_gemma":[0.0003444157,0.0004062844,0.0003719009,0.0001254957,0.00003713202,0.00001233735,0.00001264349,0.00008209387,0.00003790831,0.4121521,0.5861041,0.0003136166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004687277,0.0006035873,0.00006675131,0.00003775498,0.0002554907,0.0001108956,0.0001742822,0.000122567,0.9939414],"genre_scores_gemma":[0.0575982,0.00002219809,0.00007177062,0.00008325546,0.0008812484,0.00001823043,0.0002937824,0.00006428269,0.940967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4903895,"threshold_uncertainty_score":0.9997668,"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."}}