{"id":"W4247339182","doi":"10.6000/1929-6002","title":"Journal of Technology Innovations in Renewable Energy","year":2023,"lang":"en","type":"paratext","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Telecommunications; Environmental economics; Environmental science; Engineering; Natural resource economics; Economics; Electrical engineering","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","bibliometrics","research_integrity"],"consensus_categories":["metaepi_narrow","bibliometrics","research_integrity"],"category_scores_codex":[0.003127786,0.001489882,0.004294122,0.05420803,0.0003275945,0.0001687449,0.004535081,0.005038122,0.000754039],"category_scores_gemma":[0.003075379,0.001491829,0.0006333443,0.04567997,0.000926206,0.0009208382,0.000892171,0.003699604,0.0001149049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002812284,"about_ca_system_score_gemma":0.005027096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03418991,"about_ca_topic_score_gemma":0.05886306,"domain_scores_codex":[0.984689,0.0004822323,0.01009614,0.001114343,0.00165417,0.001964113],"domain_scores_gemma":[0.9813616,0.0005295981,0.01012446,0.002164135,0.005606249,0.0002139703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001150597,0.0005629716,0.0005080419,0.0001108913,0.0007486169,0.0009940417,0.0000462857,0.606797,0.00994798,0.02966597,0.3432358,0.007267412],"study_design_scores_gemma":[0.003483366,0.0007617312,0.00003410378,0.002962117,0.0001366869,0.002773941,0.001243623,0.0007670059,0.0411896,0.03832361,0.9070659,0.001258289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09813233,0.08432684,0.138485,0.04843768,0.1246368,0.002021313,0.0008241497,0.002372483,0.5007634],"genre_scores_gemma":[0.4709167,0.02359796,0.02073599,0.001039658,0.00637064,0.0006526409,0.0008094844,0.001552013,0.4743249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6060299,"threshold_uncertainty_score":0.9997851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725559191505547,"score_gpt":0.2702187626567112,"score_spread":0.2529631707416558,"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."}}