{"id":"W2271890137","doi":"","title":"Telecollaboration for teacher professional development: a case study","year":2009,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Professional development; Pedagogy; Mathematics education; Sociology; Public relations; Medical education; Psychology; Political science; Medicine","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":[0.002043512,0.0006448077,0.0004584529,0.001360511,0.01397946,0.002571586,0.002104023,0.005633058,0.01115551],"category_scores_gemma":[0.008826468,0.0006096381,0.0004983546,0.001699232,0.001868582,0.001811509,0.002029861,0.003481293,0.001333021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003191753,"about_ca_system_score_gemma":0.003609779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106124,"about_ca_topic_score_gemma":0.03327433,"domain_scores_codex":[0.9970756,0.001388592,0.0001018977,0.0002080118,0.0003313059,0.0008947444],"domain_scores_gemma":[0.9893582,0.006098758,0.0008244237,0.0004840444,0.0006488402,0.002585787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.001581566,0.02259023,0.08124884,0.001272867,0.00007219515,0.3530228,0.3044702,0.001846356,0.005280657,0.01098657,0.01825353,0.1993741],"study_design_scores_gemma":[0.000467027,0.004121939,0.04206894,0.0009184357,0.0001377962,0.2359791,0.6134855,0.004124867,0.005800851,0.001935647,0.0907594,0.000200615],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763376,0.0004990378,0.001648784,0.001741594,0.00008107602,0.0001728961,0.00005193682,0.00003858833,0.0194285],"genre_scores_gemma":[0.9876933,0.0007453273,0.001505323,0.0003714038,0.00003798882,0.00009176858,0.00003074285,0.00003298509,0.009491257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01397946,"threshold_uncertainty_score":0.03731894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085986320106585,"score_gpt":0.3860218581708806,"score_spread":0.3551619949698147,"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."}}