{"id":"W2970762580","doi":"","title":"Contextualização, articulação, flexibilidade e autonomia curricular: pilares para a inovação e mudança educativa","year":2018,"lang":"pt","type":"book-chapter","venue":"RepositóriUM (Universidade do Minho)","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; International Council for Canadian Studies","keywords":"Sociology; Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002253912,0.0004065444,0.0003185141,0.001072489,0.002048602,0.008850517,0.0009576926,0.001046713,0.00668614],"category_scores_gemma":[0.003749469,0.0002941416,0.0003477674,0.002206399,0.00574687,0.00582574,0.004263171,0.003202451,0.0009758957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005466697,"about_ca_system_score_gemma":0.01169862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007708764,"about_ca_topic_score_gemma":0.0173223,"domain_scores_codex":[0.9987999,0.0006710073,0.00005175965,0.0001535559,0.000218263,0.0001054394],"domain_scores_gemma":[0.9985417,0.000913215,0.00009057725,0.0001528807,0.0001673506,0.0001342574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003262413,0.00009072212,0.002671388,0.001153065,0.0000209715,0.0002938402,0.09893267,0.0008200752,0.001149707,0.5931387,0.03074753,0.2709487],"study_design_scores_gemma":[0.00001148323,0.00006064978,0.009308222,0.004006197,0.00004173558,0.0003379903,0.0598474,0.0009017864,0.001254522,0.1705838,0.7536193,0.00002682375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08999187,0.06896711,0.05161589,0.06646086,0.001959891,0.0002937668,0.0004430771,0.0005865089,0.719681],"genre_scores_gemma":[0.7853727,0.04246109,0.04193054,0.00292558,0.0004902169,0.0004562914,0.0004987558,0.0004623922,0.1254024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008850517,"threshold_uncertainty_score":0.03966385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07725765571600683,"score_gpt":0.3557822145861895,"score_spread":0.2785245588701827,"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."}}