{"id":"W2493623134","doi":"10.5327/z2176-947820159114","title":"COMPORTAMENTO ÓPTICO DE VIDROS E PELÍCULAS DE PROTEÇÃO SOLAR E SUA RELAÇÃO COM O CONFORTO AMBIENTAL","year":2015,"lang":"pt","type":"article","venue":"Revista Brasileira de Ciências Ambientais","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Morgan Solar (Canada)","funders":"","keywords":"Physics; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004148469,0.001605972,0.002146267,0.0004363303,0.000720241,0.001153823,0.001662461,0.001154475,0.001238368],"category_scores_gemma":[0.0009788342,0.001694178,0.001119479,0.001169927,0.0004651967,0.0006495658,0.0006026756,0.001510033,0.001684514],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004213277,"about_ca_system_score_gemma":0.001627738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01754483,"about_ca_topic_score_gemma":0.001293529,"domain_scores_codex":[0.9890754,0.002003541,0.002325114,0.00165208,0.001830363,0.003113543],"domain_scores_gemma":[0.9926139,0.0003472198,0.00161804,0.00204804,0.0005068183,0.002865967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001195018,0.001099825,0.9163105,0.001299859,0.0008405509,0.001408445,0.01228822,0.0004716354,0.0297017,0.001814861,0.03200316,0.001566252],"study_design_scores_gemma":[0.02640202,0.006855906,0.288752,0.00726476,0.003515231,0.007240221,0.03320409,0.04667777,0.07647488,0.0003628968,0.4936558,0.009594387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831215,0.003992347,0.003115027,0.0001362458,0.001387625,0.003152603,0.0005140036,0.0005424194,0.004038277],"genre_scores_gemma":[0.9852253,0.00008608124,0.0002487983,0.001775839,0.0009910779,0.0004862185,0.000491293,0.0004218436,0.0102736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6275584,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04469169399128751,"score_gpt":0.2872287076952594,"score_spread":0.2425370137039718,"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."}}