{"id":"W1527480744","doi":"","title":"Online Professional Development for Online Educators: Does it Change Teaching Practice?","year":2003,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Professional development; Online teaching; Pedagogy; Faculty development; Online learning; Medical education; Mathematics education; Computer science; Psychology; Engineering ethics; Multimedia; Medicine; Engineering","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":[0.01010899,0.0002189254,0.0004313666,0.001065175,0.002719027,0.005556829,0.001618308,0.002668293,0.01619636],"category_scores_gemma":[0.0518873,0.0003200037,0.0004705366,0.001093629,0.001396226,0.005018828,0.003247888,0.002095669,0.002296901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518993,"about_ca_system_score_gemma":0.008178907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004096537,"about_ca_topic_score_gemma":0.01092463,"domain_scores_codex":[0.9896755,0.005622893,0.0003168465,0.0005758684,0.002782108,0.001026856],"domain_scores_gemma":[0.9379355,0.03422941,0.003540607,0.003059007,0.005921015,0.01531443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000302674,0.008017056,0.05987582,0.0004501172,0.00004069339,0.0003466821,0.02264506,0.0001238498,0.0009990874,0.00379116,0.01997137,0.8834364],"study_design_scores_gemma":[0.00164787,0.004983081,0.5041003,0.002737016,0.0003769124,0.002314158,0.162662,0.00350275,0.005621497,0.02389129,0.2879509,0.0002121107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7739159,0.002598625,0.006926729,0.09926382,0.002060972,0.0003020753,0.0001434457,0.0004097586,0.1143788],"genre_scores_gemma":[0.9759749,0.00105992,0.008033143,0.004281147,0.0003168431,0.000160834,0.0000528743,0.00008550747,0.0100349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01619636,"threshold_uncertainty_score":0.05418223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542429419534807,"score_gpt":0.4073720161615288,"score_spread":0.3619477219661807,"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."}}