{"id":"W7062646341","doi":"","title":"Validação do teste progressivo da Universidade de Montreal (TPUM) na comunidade escolar de ensino medio da cidade de Talca ¿ Chile","year":2003,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nationality; Kingdom; Linea","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"],"consensus_categories":[],"category_scores_codex":[0.0003111438,0.001085684,0.001173005,0.00033771,0.0008082447,0.0005462317,0.0008644272,0.0003287457,0.0008791889],"category_scores_gemma":[0.00006342629,0.001206503,0.0005620533,0.001125638,0.0008646527,0.001187516,0.0003854569,0.001211961,0.0001174707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171664,"about_ca_system_score_gemma":0.001922322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490157,"about_ca_topic_score_gemma":0.0000259998,"domain_scores_codex":[0.9942589,0.0008840368,0.0007780817,0.001167963,0.0005770291,0.002334],"domain_scores_gemma":[0.9961708,0.0003863663,0.0008396554,0.001157791,0.00010338,0.001342036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002747992,0.001547427,0.885183,0.0001058428,0.001846456,0.001336922,0.006863334,0.001877352,0.004647627,0.03672355,0.02211658,0.03747707],"study_design_scores_gemma":[0.01196672,0.003395275,0.7224738,0.002094487,0.003490627,0.0003998736,0.04395241,0.03430568,0.05232998,0.007532003,0.1088777,0.009181399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449013,0.001633236,0.01438241,0.001821859,0.0004239823,0.00109165,0.0005396071,0.0002679793,0.03493799],"genre_scores_gemma":[0.9737766,0.0001377345,0.01907387,0.0009124347,0.00060536,0.00002076527,0.0002651537,0.0003153341,0.004892787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1627092,"threshold_uncertainty_score":0.9990385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087462478431397,"score_gpt":0.2252343761015118,"score_spread":0.2143597513171978,"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."}}