{"id":"W4245260090","doi":"10.4018/978-1-5225-9618-9.ch036","title":"Mentoring Teacher Assistants to Use Online Tools","year":2019,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Trainer; Reflection (computer programming); Psychology; Action research; Pedagogy; Interpretation (philosophy); Focus group; Activity theory; Mathematics education; Medical education; Computer science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004989406,0.0003417266,0.000422131,0.00007288636,0.0005030513,0.0004148485,0.0004472259,0.0004147973,0.0002045532],"category_scores_gemma":[0.0003103849,0.0003365713,0.0001485772,0.00004566687,0.00009133597,0.0001704907,0.0003413049,0.0003778483,0.0004179954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002115827,"about_ca_system_score_gemma":0.0007863554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003019619,"about_ca_topic_score_gemma":0.01177162,"domain_scores_codex":[0.9977247,0.0001084437,0.0003236588,0.0005196653,0.0008534368,0.0004700811],"domain_scores_gemma":[0.9987688,0.00008558806,0.0001842594,0.0004285785,0.0002189708,0.0003138262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003690555,0.00001997837,0.0003282848,0.000005662188,0.00004599399,0.00001417621,0.002203611,0.00000140529,0.00003812457,0.97176,0.008238362,0.01730751],"study_design_scores_gemma":[0.0001789685,0.00008116999,0.0006669823,0.0003032916,0.00004161717,5.739304e-7,0.0003774363,0.000001531315,0.000003875937,0.0148489,0.9830493,0.0004463418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006143422,0.00008215471,0.00003749984,0.0003072874,0.001248977,0.0006073935,0.0004573667,0.0001968495,0.9909191],"genre_scores_gemma":[0.1287187,0.000007788796,0.0004642399,0.0005114622,0.0007588192,0.000004724453,0.00001125451,0.00003742601,0.8694856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.974811,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06381464593958172,"score_gpt":0.3418101130392962,"score_spread":0.2779954670997145,"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."}}