{"id":"W796822864","doi":"","title":"Telecollaboration, a mean to foster teacher professional development","year":2009,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Professional development; Pedagogy; Psychology; Mathematics education; Sociology","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":[0.002466842,0.0002112465,0.0001162126,0.00124972,0.006127225,0.00381622,0.0008160391,0.003485038,0.02309073],"category_scores_gemma":[0.009377575,0.0002141563,0.000207417,0.001209505,0.001738714,0.003420753,0.003551191,0.002340365,0.002266649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974591,"about_ca_system_score_gemma":0.006776683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00527708,"about_ca_topic_score_gemma":0.01921345,"domain_scores_codex":[0.9977803,0.0007573664,0.0001142684,0.0002884891,0.0005591733,0.0005004134],"domain_scores_gemma":[0.9883525,0.00423988,0.001294499,0.001964353,0.001257243,0.002891484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003720536,0.001090467,0.0288425,0.000480448,0.00002227951,0.0008808217,0.03053561,0.0005320752,0.01774171,0.2924901,0.09349834,0.5335135],"study_design_scores_gemma":[0.0001683784,0.0008205101,0.08843587,0.0004011643,0.00006693912,0.001943085,0.01638451,0.0006994811,0.009806879,0.02417,0.8570166,0.0000864935],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2980814,0.003810308,0.01559757,0.04623969,0.001573723,0.0002423383,0.0002397882,0.0008835248,0.6333317],"genre_scores_gemma":[0.8842232,0.001197786,0.008139547,0.006564891,0.000445588,0.0001924951,0.0001047165,0.0001188274,0.09901294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02309073,"threshold_uncertainty_score":0.07724613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448441944664072,"score_gpt":0.361681727913913,"score_spread":0.3171973084672722,"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."}}