{"id":"W3137894552","doi":"10.59627/cbens.2020.845","title":"AVALIAÇÃO DE MÉTODOS DE ESTIMAÇÃO DE PERDAS ASSOCIADAS AO MATERIAL DE FABRICAÇÃO E ESTRUTURA DE MÓDULOS FOTOVOLTAICOS","year":2020,"lang":"pt","type":"article","venue":"Anais Congresso Brasileiro de Energia Solar","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001566052,0.001124732,0.00113775,0.00006724923,0.001821406,0.001396924,0.002371953,0.001252683,0.002268057],"category_scores_gemma":[0.001100449,0.000617051,0.0007720914,0.001285038,0.0006355761,0.0008143727,0.0006063863,0.001111157,0.0001910948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009830527,"about_ca_system_score_gemma":0.0006843742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008320801,"about_ca_topic_score_gemma":0.001536731,"domain_scores_codex":[0.9914678,0.001339659,0.0009767482,0.001545519,0.0009742723,0.003696038],"domain_scores_gemma":[0.9957319,0.0006323038,0.0006938439,0.0002927021,0.0002936594,0.00235556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002518601,0.0003525254,0.4408082,0.00009226258,0.0002431161,0.0006132319,0.004864453,0.0005248623,0.5122311,0.0003099527,0.03172719,0.007981242],"study_design_scores_gemma":[0.0009855205,0.001598363,0.8575009,0.0002290479,0.0004778252,0.0004143522,0.005689477,0.02513281,0.09862575,0.0008236975,0.006440271,0.002082064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871691,0.0007607442,0.0004568853,0.00904544,0.0006377868,0.0005574289,0.0004630429,0.0004152611,0.0004942914],"genre_scores_gemma":[0.9865091,0.0004873284,0.001807205,0.006364065,0.002440852,0.0001121703,0.0001890232,0.00002811827,0.002062161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4166926,"threshold_uncertainty_score":0.9996397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357493695523815,"score_gpt":0.2574819519070173,"score_spread":0.2239070149517791,"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."}}