{"id":"W4239418674","doi":"10.1007/978-1-84882-647-2","title":"Green Energy","year":2011,"lang":"en","type":"book","venue":"Progress in green energy","topic":"Global Energy Security and Policy","field":"Energy","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002604126,0.001424893,0.001507381,0.001007871,0.0001645917,0.00008812414,0.002053463,0.002259907,0.001612564],"category_scores_gemma":[0.00001962487,0.001477377,0.0006045543,0.0005480056,0.0007098331,0.0002980198,0.0008231875,0.0008931219,0.0002794403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00059012,"about_ca_system_score_gemma":0.0006372188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2646691,"about_ca_topic_score_gemma":0.1943661,"domain_scores_codex":[0.9943335,0.0003144152,0.001278554,0.001496757,0.0009055251,0.001671256],"domain_scores_gemma":[0.996753,0.0001180529,0.0006719263,0.00170574,0.0002116493,0.0005396441],"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":[0.00009500491,0.0001581677,0.00003522083,0.00009664387,0.0002092572,0.0004121785,0.0001886332,0.00004120521,5.71136e-7,0.7154705,0.01735131,0.2659414],"study_design_scores_gemma":[0.0007207946,0.0001589571,0.00005118206,0.0003206995,0.0000878037,0.00005530766,0.000003971729,0.00009978453,0.000102962,0.2012742,0.7958705,0.001253761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001594225,0.020754,0.00001840292,0.0004799854,0.0009007637,0.0001062524,0.000115027,0.0004886513,0.977121],"genre_scores_gemma":[0.00750522,0.002027508,0.0003035647,0.003481017,0.003391801,0.0003766929,0.001263441,0.0004480849,0.9812027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7785192,"threshold_uncertainty_score":0.9998501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985443365558877,"score_gpt":0.246226094555695,"score_spread":0.2263716609001062,"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."}}