{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"cd609deb10aa","filters":{"venue":"Progress in green energy"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.01985443365558877,"gpt":0.246226094555695,"spread":0.2263716609001062,"validation_status":"score_only:v0-immature-baseline"},"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"},"labels":[],"label_agreement":null},{"id":"W83781588","doi":"10.1007/978-1-84882-647-2_2","title":"Exergy Analysis of Green Energy Systems","year":2011,"lang":"en","type":"book-chapter","venue":"Progress in green energy","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Exergy; Exergy efficiency; Energy analysis; Process engineering; Second law of thermodynamics; Ideal (ethics); Energy (signal processing); Measure (data warehouse); Key (lock); Environmental science; Computer science; Thermodynamics; Engineering; Mathematics; Physics; Statistics; Data mining","retraction":null,"screen_n_in":null,"score":{"opus":0.01371854764541067,"gpt":0.2360314589086383,"spread":0.2223129112632276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001011574,0.0005425849,0.001315272,0.0006332652,0.00004615337,0.0000204201,0.0005203523,0.0002941114,0.0006553687],"category_scores_gemma":[0.000001300008,0.000526291,0.0004162481,0.0002443819,0.0001658828,0.0000623256,0.0002215224,0.0002398311,0.00000371966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006187656,"about_ca_system_score_gemma":0.00005614695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01602598,"about_ca_topic_score_gemma":0.001224503,"domain_scores_codex":[0.9976496,0.00004418557,0.0008596143,0.0006394099,0.0003729015,0.000434293],"domain_scores_gemma":[0.9981784,0.00008672658,0.000703299,0.0007006573,0.0001768798,0.0001540281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002889809,0.00006175876,0.0002392287,0.00003062898,0.001440976,0.00001796643,0.00002909052,0.0002057679,0.000001046831,0.7758515,0.000008221906,0.2220849],"study_design_scores_gemma":[0.0004541685,0.0001616454,0.00009098924,0.0002922984,0.001581322,0.00000102574,0.00001591869,0.09109491,0.00002637136,0.8453261,0.05990444,0.001050774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00006355593,0.007560107,0.4322344,0.00003366683,0.0005873515,0.0002631757,0.002280823,0.00008532144,0.5568916],"genre_scores_gemma":[0.737086,0.0003106649,0.001246825,0.00004865671,0.000514942,0.0002210214,0.001634951,0.0002718978,0.2586651],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7370225,"threshold_uncertainty_score":0.9997188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}