{"id":"W4200391700","doi":"10.5380/8sds2021.art28","title":"PEGADA NAS ESCOLAS","year":2021,"lang":"pt","type":"article","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006292719,0.00009187132,0.0001165875,0.00002515405,0.0007182204,0.000248636,0.0001758557,0.0001542997,0.1277583],"category_scores_gemma":[0.001030772,0.0000950127,0.00006046336,0.0006498257,0.0001186339,0.0005576758,0.00004725415,0.0002213454,0.00414141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004084121,"about_ca_system_score_gemma":0.002383583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604129,"about_ca_topic_score_gemma":0.01892703,"domain_scores_codex":[0.9984418,0.0005538098,0.0001789462,0.0002599076,0.0003004225,0.0002651689],"domain_scores_gemma":[0.9985594,0.0006667836,0.00009864842,0.0002096011,0.0003068394,0.0001587011],"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":[0.00001543566,0.0005222445,0.01820165,0.00004119755,0.0001126278,0.00004887407,0.1139974,0.000002719978,0.0001557877,0.2355734,0.6243979,0.006930842],"study_design_scores_gemma":[0.00007557148,0.00001289728,0.00224476,0.0000106387,0.00003302755,0.000003807734,0.1443689,0.000005873124,0.0006529851,0.0007775507,0.8516915,0.000122404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03135911,0.00211998,0.0000601125,0.1092964,0.004013912,0.00007437269,0.000003779825,0.00004594489,0.8530264],"genre_scores_gemma":[0.3952569,0.0006990854,0.0001441315,0.002144159,0.0005397834,0.000003500924,0.000005331059,0.000004992808,0.6012021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3638978,"threshold_uncertainty_score":0.998975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264439288237736,"score_gpt":0.4521014709531835,"score_spread":0.3256575421294099,"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."}}