{"id":"W2992476081","doi":"10.15366/riee2012.5.3.011","title":"Formar Futuros Professores em Regiões Longínquas: Um Dispositivo Inovador de Supervisão a Distância com Auxílio das TIC","year":2016,"lang":"pt","type":"article","venue":"Revista Iberoamericana de Evaluación Educativa","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Humanities; Pedagogy; Sociology; Psychology; Art; Geography","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003152566,0.0009071308,0.001144244,0.0003506306,0.001760316,0.000839625,0.00171507,0.0003674069,0.00330914],"category_scores_gemma":[0.003622581,0.0007118423,0.000524862,0.002087145,0.001652839,0.001382941,0.0003098394,0.0008459273,0.0008450389],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587872,"about_ca_system_score_gemma":0.009215749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201617,"about_ca_topic_score_gemma":0.002189776,"domain_scores_codex":[0.9904524,0.003374212,0.00123211,0.001129457,0.001493515,0.002318302],"domain_scores_gemma":[0.9917884,0.003456976,0.001368635,0.001359613,0.0007181556,0.001308228],"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":[0.0005414431,0.003023716,0.08833076,0.001334986,0.0009613878,0.0000433546,0.351284,0.000006266673,0.001458177,0.0653874,0.3817374,0.1058911],"study_design_scores_gemma":[0.0009902943,0.0006728161,0.1723102,0.002453463,0.001170025,0.0001269516,0.2344058,0.0001078443,0.0001580586,0.00241613,0.5830835,0.002104928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8323985,0.01028132,0.0006379887,0.1471026,0.002150125,0.001883124,0.0003700153,0.0001707859,0.005005537],"genre_scores_gemma":[0.9103693,0.003837276,0.0005038861,0.002587485,0.00328984,0.0003991893,0.0000636406,0.0001459326,0.07880349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2013461,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430854671318372,"score_gpt":0.4091060381984598,"score_spread":0.3647974914852761,"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."}}