{"id":"W4415573090","doi":"10.5040/9798216426059.ch-007","title":"New Century Fuels and Their Uses","year":2024,"lang":"","type":"other","venue":"Alternative Energy","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003330079,0.001443551,0.001262606,0.0007505185,0.0001890258,0.0005309482,0.001104878,0.0009279508,0.02062312],"category_scores_gemma":[0.0002575279,0.001171674,0.0005093542,0.0007603923,0.0006649145,0.0002470289,0.0013747,0.000984657,0.001079881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005159668,"about_ca_system_score_gemma":0.0006571113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06729625,"about_ca_topic_score_gemma":0.007000152,"domain_scores_codex":[0.9940591,0.0007225998,0.0007662141,0.002159415,0.0007519304,0.0015407],"domain_scores_gemma":[0.9969112,0.0003830723,0.0002618622,0.001173995,0.0002917973,0.000978051],"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":[0.0001410053,0.0001183845,0.00002619901,0.0003194026,0.001827155,0.000341304,0.001202367,0.000387027,0.00009061131,0.6298116,0.0431724,0.3225625],"study_design_scores_gemma":[0.0006034291,0.000243824,0.00001846244,0.0004313253,0.00007927334,0.00003782534,0.0009748238,0.0003509572,0.001431456,0.2174958,0.7774541,0.0008788105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008587096,0.09179064,0.001880877,0.001016358,0.003655103,0.0002581164,0.0001642973,0.0002356391,0.9001403],"genre_scores_gemma":[0.1137288,0.03120007,0.0001597265,0.0004952045,0.003480332,0.0000629353,0.00007508245,0.0007340798,0.8500638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7342817,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562033911058585,"score_gpt":0.2776840194769393,"score_spread":0.2620636803663534,"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."}}