{"id":"W231611371","doi":"","title":"Energy Perspectives: Another Look at Fossil Fuels: It Is Very Possible That the Nation's Reliance on Fossil Fuels to Power an Expanding Economy Will Actually Increase over at Least the Next Two Decades, Even with Aggressive Development and Deployment of New Renewable and Nuclear Technologies","year":2006,"lang":"en","type":"article","venue":"˜The œtechnology teacher/˜The œTechnology teacher","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fossil fuel; Natural resource economics; Energy source; Alternative energy; Peak oil; Energy engineering; Renewable energy; Economics; Engineering; Waste management; Climate change; Ecology","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001034267,0.0008471444,0.0007353187,0.0007587726,0.001891988,0.000186049,0.002309547,0.001269773,0.0001918187],"category_scores_gemma":[0.000244862,0.0004718817,0.000130546,0.001465404,0.004180798,0.0004307377,0.00185823,0.001397145,0.00002226354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365571,"about_ca_system_score_gemma":0.0003771622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123532,"about_ca_topic_score_gemma":0.02030887,"domain_scores_codex":[0.9955772,0.0004017694,0.0006702437,0.001474913,0.0005672005,0.001308674],"domain_scores_gemma":[0.9962394,0.0003113862,0.0006216963,0.00243716,0.0002655043,0.0001248854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007670397,0.003384787,0.09243879,0.0001912548,0.004281376,0.0004125249,0.06175214,0.003395993,0.01732249,0.3563432,0.05108454,0.4017225],"study_design_scores_gemma":[0.005214305,0.00249793,0.004284596,0.0003739776,0.0002860037,0.0007463334,0.1979223,0.0004985377,0.03043725,0.124768,0.6310784,0.001892438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304804,0.008263622,0.0002397198,0.05395072,0.00004857259,0.000891138,0.000007201013,0.0007875301,0.005331072],"genre_scores_gemma":[0.9822636,0.0002688231,0.000540801,0.00073935,0.00005085626,0.0004993171,0.000004777635,0.0001348536,0.01549764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5799938,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819245621814537,"score_gpt":0.2569796933251153,"score_spread":0.2387872371069699,"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."}}