{"id":"W2284069733","doi":"","title":"Matemática-para-professores Online: facilitando mudanças conceituais nas visões sobre matemática de professores do ensino elementar","year":2008,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mathematics education; Competence (human resources); Elementary mathematics; Pedagogy; School teachers; Online course; Teacher education; Psychology","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":[0.003429107,0.0003775652,0.0002809222,0.0006542304,0.00682116,0.006747511,0.001389212,0.001561782,0.03646385],"category_scores_gemma":[0.01375131,0.0002296674,0.0003602281,0.0009438553,0.002554626,0.007252739,0.008067748,0.00288395,0.006092735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390236,"about_ca_system_score_gemma":0.003689653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542372,"about_ca_topic_score_gemma":0.005834913,"domain_scores_codex":[0.9951339,0.003241403,0.0001003681,0.0004035382,0.0005459312,0.0005748625],"domain_scores_gemma":[0.9901648,0.003709472,0.0008728814,0.0005487833,0.0006114987,0.004092455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002691915,0.001068434,0.01864756,0.0009137656,0.0000311584,0.001924932,0.4740373,0.0003905887,0.0063461,0.09279785,0.1335165,0.2700565],"study_design_scores_gemma":[0.00003905392,0.0002312131,0.007527321,0.0002652991,0.00002289687,0.0005536907,0.1629622,0.0006043863,0.001544245,0.008049689,0.8181486,0.00005129343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5950793,0.003100422,0.0280337,0.05428288,0.001758887,0.0003539228,0.0002854138,0.001317085,0.3157884],"genre_scores_gemma":[0.8811861,0.001612764,0.008689126,0.004795988,0.0005327339,0.0002031365,0.0001363477,0.0002522947,0.1025915],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03646385,"threshold_uncertainty_score":0.1219838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05659488013034861,"score_gpt":0.3130117295034318,"score_spread":0.2564168493730832,"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."}}