{"id":"W2596763233","doi":"","title":"EFEITO FOTOELÉTRICO NA PRODUÇÃO E TRANSFORMAÇÃO DA LUZ: PESQUISA EM HISTORICIDADE, CONCEITO E ENERGIA FOTOVOLTAICA","year":2016,"lang":"pt","type":"article","venue":"XVI FÓRUM DE PESQUISA CIENTÍFICA E TECNOLÓGICA","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; 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":["insufficient_payload"],"category_scores_codex":[0.005530818,0.00127478,0.001336557,0.001434916,0.0037388,0.001156757,0.004856264,0.001160265,0.01119131],"category_scores_gemma":[0.002315368,0.001004922,0.0009807568,0.006780272,0.002463757,0.001693995,0.0005325893,0.001206628,0.004222828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003617762,"about_ca_system_score_gemma":0.004459122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201688,"about_ca_topic_score_gemma":0.001250374,"domain_scores_codex":[0.9836707,0.001238187,0.001937389,0.003004426,0.004898917,0.0052504],"domain_scores_gemma":[0.9918337,0.001153513,0.0008030821,0.002226015,0.001249056,0.002734669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008383751,0.003339027,0.01356763,0.0003371473,0.0003289023,0.0001650757,0.1526962,0.00002937181,0.07074567,0.01809913,0.5828013,0.1570522],"study_design_scores_gemma":[0.002465303,0.0008515311,0.008276602,0.0003390348,0.0002039276,0.00004705764,0.03137949,0.0002990324,0.008371414,0.000612786,0.9451358,0.002017991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8240411,0.0035317,0.004199326,0.07638428,0.01147097,0.005595274,0.0004996502,0.001608288,0.07266942],"genre_scores_gemma":[0.8903573,0.0009777657,0.0002546763,0.001336867,0.002264446,0.0006331224,0.00002747271,0.000139679,0.1040087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3623345,"threshold_uncertainty_score":0.9998801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717579498086293,"score_gpt":0.3427709113855167,"score_spread":0.2855951164046538,"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."}}