{"id":"W1888991981","doi":"","title":"Online Technology Teacher Professional Development Courselets: Design and Development","year":2010,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Professional development; Engineering ethics; Technology development; Medical education; Faculty development; Pedagogy; Engineering management; Computer science; Mathematics education; Engineering; Psychology; Medicine; Manufacturing 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009393503,0.0001831346,0.0001562372,0.0004121489,0.0008130692,0.0001216047,0.0005474178,0.0006031473,0.0004429794],"category_scores_gemma":[0.0004815657,0.0001857885,0.00006555882,0.0003467628,0.0004609189,0.0008259533,0.000116396,0.0007959669,0.0000513993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317966,"about_ca_system_score_gemma":0.005355251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001308369,"about_ca_topic_score_gemma":0.00007959011,"domain_scores_codex":[0.9985253,0.00003126994,0.0005022666,0.0002412167,0.0003747466,0.0003251724],"domain_scores_gemma":[0.9982599,0.0000582506,0.000352706,0.0001551504,0.001087958,0.00008601905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001525641,0.0005754859,0.009102198,0.00002412739,0.0001255777,6.324267e-8,0.01556903,0.000003672732,0.000368464,0.1539519,0.008860275,0.8114039],"study_design_scores_gemma":[0.0003628015,0.00002129198,0.001438962,0.00003911697,0.00001218658,0.00000471168,0.05280974,0.0004490788,0.0006697996,0.003355954,0.9406003,0.0002360986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7706754,0.0001478997,0.1110255,0.1039723,0.00471655,0.002142962,0.00002253041,0.001236899,0.006059987],"genre_scores_gemma":[0.5166718,0.00005128246,0.4739321,0.0004610367,0.0002658998,0.0006647352,0.0004089,0.00001544334,0.007528787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.93174,"threshold_uncertainty_score":0.9499986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759600822954284,"score_gpt":0.353669426023473,"score_spread":0.3260734177939301,"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."}}