{"id":"W4233081883","doi":"10.1109/jphotov.2019.2942885","title":"IEEE Journal of Photovoltaics","year":2019,"lang":"en","type":"article","venue":"IEEE Journal of Photovoltaics","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Ohio State University","keywords":"Photovoltaics; Computer science; Photovoltaic system; Engineering physics; Electrical engineering; Physics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000624617,0.0005637188,0.0005052114,0.001597134,0.0008024969,0.002418108,0.0008141149,0.0008953831,0.07042601],"category_scores_gemma":[0.001149494,0.0001932427,0.0003535889,0.001809216,0.0003843921,0.001313467,0.0009104771,0.001235561,0.03051832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005878312,"about_ca_system_score_gemma":0.001129857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009683162,"about_ca_topic_score_gemma":0.0026466,"domain_scores_codex":[0.9995602,0.00004825395,0.00002677867,0.00006419895,0.0002648551,0.0000356467],"domain_scores_gemma":[0.9986418,0.00009550803,0.00005089687,0.0001440264,0.0009415523,0.0001261774],"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":[0.00005055012,0.0001119243,0.000712893,0.0003984722,0.00004040632,0.00009913472,0.00006137454,0.001171433,0.004552294,0.02400114,0.4613162,0.5074841],"study_design_scores_gemma":[0.000003728885,0.00002729319,0.0009600903,0.00006401266,0.00001589661,0.0001732818,0.00005343737,0.0007257374,0.0009451215,0.005286712,0.9917352,0.000009575367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005508697,0.05740038,0.03053557,0.0129837,0.06906389,0.0001176233,0.0007626901,0.001152508,0.822475],"genre_scores_gemma":[0.06017769,0.04485731,0.008016452,0.002760877,0.01436086,0.00006383238,0.001617873,0.0003615078,0.8677836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.929574,"threshold_uncertainty_score":0.2355985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017450451081073,"score_gpt":0.2283140221887504,"score_spread":0.2181395176779396,"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."}}