{"id":"W4403362626","doi":"10.47879/ed.ep.2024592p45","title":"MEMORIAL DE FORMAÇÃO","year":2024,"lang":"pt","type":"book-chapter","venue":"EPITAYA eBooks","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Bank Note Company (Canada)","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001968234,0.0008744815,0.0005897454,0.002527107,0.005824011,0.01052622,0.001452449,0.002468673,0.3423109],"category_scores_gemma":[0.00640113,0.0005046266,0.0006844414,0.001790622,0.001443966,0.004139984,0.005497399,0.00282736,0.1512595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005208644,"about_ca_system_score_gemma":0.007725596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196919,"about_ca_topic_score_gemma":0.02032452,"domain_scores_codex":[0.997339,0.0004179732,0.0001321033,0.0004383991,0.001243965,0.0004285876],"domain_scores_gemma":[0.9971178,0.0002410832,0.0001428087,0.0004702077,0.001301388,0.0007268682],"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":[0.00006564819,0.00004164285,0.0006472793,0.0002246818,0.000007899332,0.0002173788,0.001395568,0.0000826258,0.0004523673,0.0643493,0.8129813,0.1195342],"study_design_scores_gemma":[0.000001583191,0.000006105962,0.000197225,0.00003727969,0.000001593644,0.00004147214,0.0001473566,0.00001310253,0.00005718654,0.0005486438,0.9989457,0.000002844016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002710535,0.00774878,0.001555389,0.01847301,0.02177024,0.0001500811,0.001006577,0.0008921815,0.9456933],"genre_scores_gemma":[0.009022686,0.00164929,0.0005114511,0.0009921161,0.0009830026,0.00003588453,0.0003297527,0.0001820091,0.9862937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3423109,"threshold_uncertainty_score":0.9381136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09693267661138137,"score_gpt":0.3947043778635748,"score_spread":0.2977717012521934,"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."}}