{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009498734,0.001140884,0.0006780871,0.001518702,0.002505824,0.003262772,0.001211923,0.001807066,0.1404781],"category_scores_gemma":[0.003708417,0.0003247119,0.0006940732,0.0009444643,0.00137398,0.002259179,0.002845397,0.002666906,0.04797324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966676,"about_ca_system_score_gemma":0.002364883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008675104,"about_ca_topic_score_gemma":0.01109175,"domain_scores_codex":[0.9988945,0.000256683,0.00004785522,0.0003032457,0.0003291148,0.0001685913],"domain_scores_gemma":[0.9991649,0.000167449,0.00009231884,0.0001563464,0.0002509218,0.0001680383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003709256,0.0001768612,0.003019121,0.001129029,0.00004162157,0.002666932,0.006031378,0.0006330837,0.003600899,0.3577732,0.2214046,0.4031524],"study_design_scores_gemma":[0.000004549107,0.00001126985,0.0003462027,0.00009279458,0.000004122349,0.0002640075,0.0003980678,0.00004293952,0.0002396869,0.002092625,0.9964982,0.000005519275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01396712,0.009837333,0.006989824,0.009603339,0.005976353,0.0002340165,0.001232557,0.001416309,0.9507431],"genre_scores_gemma":[0.1693382,0.01284568,0.007440613,0.00308437,0.001234617,0.0002979544,0.0009158308,0.0006219868,0.8042207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1404781,"threshold_uncertainty_score":0.4699461,"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."}}