{"id":"W2768704471","doi":"10.19173/irrodl.v18i7.2923","title":"A Grounded Theory of Professional Learning in an Authentic Online Professional Development Program","year":2017,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grounded theory; Professional development; Professional learning community; Context (archaeology); Educational technology; Process (computing); Professional studies; Synchronous learning; Psychology; Learning sciences; Blended learning; Knowledge management; Pedagogy; Computer science; Cooperative learning; Teaching method; Qualitative research; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01693423,0.0001012073,0.0002929608,0.0001629825,0.0009556046,0.0001990162,0.001686267,0.00007191103,0.0002223146],"category_scores_gemma":[0.006882616,0.00007109174,0.00004037527,0.0002912377,0.0005895945,0.0005125661,0.0009940165,0.001207941,0.000003543294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287151,"about_ca_system_score_gemma":0.001505956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006405641,"about_ca_topic_score_gemma":0.00110584,"domain_scores_codex":[0.9952524,0.002474361,0.0005377866,0.0002594052,0.001133828,0.0003422184],"domain_scores_gemma":[0.9979202,0.0008826302,0.0004281674,0.0001980531,0.0004829513,0.00008807044],"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":[0.0003032333,0.001809204,0.2371556,0.0009648685,0.00003970636,0.00002208921,0.003817571,0.00003598435,0.00005702928,0.039273,0.0001017561,0.7164199],"study_design_scores_gemma":[0.002397856,0.0003534667,0.6022828,0.03999792,0.00001662262,0.000006044527,0.07617948,0.001901941,0.00005783154,0.01029159,0.2661781,0.0003362903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826796,0.001944193,0.00002125415,0.009392559,0.0002024668,0.001257069,0.00001097879,0.00001694088,0.004474954],"genre_scores_gemma":[0.9929107,0.002944454,0.0007716118,0.00002896398,0.00007250908,0.0001119081,0.0001905925,0.000008942476,0.002960307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7160836,"threshold_uncertainty_score":0.8239632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482670048849925,"score_gpt":0.5392728858528725,"score_spread":0.3910058809678799,"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."}}