{"id":"W2783440592","doi":"","title":"A luz e o insight: sobre percepção visual e ensino na comunicação","year":2017,"lang":"pt","type":"article","venue":"Boletim - Academia Paulista de Psicologia","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Philosophy","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.001636248,0.0007370491,0.0009212553,0.0002624443,0.004227333,0.002076018,0.004272965,0.004344767,0.0008598009],"category_scores_gemma":[0.006889495,0.0007295292,0.0003891341,0.0004666314,0.003731343,0.001200999,0.001682189,0.003830449,0.001536422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009447773,"about_ca_system_score_gemma":0.001719849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007304372,"about_ca_topic_score_gemma":0.0004978043,"domain_scores_codex":[0.9946424,0.0005621022,0.000938033,0.001162029,0.0009374063,0.001758037],"domain_scores_gemma":[0.9956338,0.0005630471,0.00114924,0.001637866,0.0003312904,0.0006847327],"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":[0.0002406656,0.001407399,0.08924472,0.0002066062,0.0002672815,0.0002438652,0.04785025,0.000007310202,0.002463963,0.08659001,0.69706,0.07441795],"study_design_scores_gemma":[0.001301019,0.0004692554,0.149181,0.0002726185,0.0001857164,0.00003464871,0.06283817,0.0003860561,0.0008111785,0.005435906,0.7774976,0.001586804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6292887,0.001647581,0.0001276646,0.08869701,0.002635923,0.001200831,0.0001293007,0.001240124,0.2750329],"genre_scores_gemma":[0.9571825,0.00198712,0.000382207,0.005930121,0.0005896783,0.0000846816,0.00003440082,0.00007022492,0.03373907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3278938,"threshold_uncertainty_score":0.9995156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08919400138774773,"score_gpt":0.4031848037006697,"score_spread":0.313990802312922,"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."}}