{"id":"W3139507665","doi":"10.26522/brocked.v30i1.819","title":"Being and becoming online teachers","year":2021,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Narrative; Space (punctuation); Value (mathematics); Online teaching; Narrative inquiry; Sociology; Pedagogy; Psychology; Mathematics education; Computer science; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001544091,0.00006908293,0.00009256035,0.00006912203,0.0007826777,0.00005116915,0.00005215818,0.00006508244,0.000413494],"category_scores_gemma":[0.0005887903,0.00006782689,0.0000287558,0.0001090352,0.00001252743,0.000209067,0.00002311928,0.0005007939,0.00006370059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569823,"about_ca_system_score_gemma":0.002091857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001918643,"about_ca_topic_score_gemma":0.00002688532,"domain_scores_codex":[0.9991381,0.000143754,0.000289985,0.0001180228,0.000106958,0.0002032494],"domain_scores_gemma":[0.9991162,0.000132925,0.0001424228,0.00009161458,0.0002627633,0.0002541124],"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":[0.00001284439,0.0006825415,0.2826309,0.0001088633,0.0000448601,0.000003221152,0.04245001,0.00001535381,0.001163744,0.001267862,0.2390372,0.4325826],"study_design_scores_gemma":[0.0003798429,0.0000231328,0.1653842,0.0005020648,0.00003163258,0.000216644,0.1245621,0.00001622684,0.00006331212,0.00762344,0.7010143,0.0001831576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755889,0.001044362,0.0003560395,0.004169518,0.003444172,0.00006287236,0.00000147916,0.00002597702,0.01530673],"genre_scores_gemma":[0.9143653,0.0003864988,0.004903622,0.003490924,0.003212637,0.0000120219,0.0000493627,0.00002507677,0.07355455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4619771,"threshold_uncertainty_score":0.6019803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05927112524005908,"score_gpt":0.4145766502144045,"score_spread":0.3553055249743454,"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."}}