{"id":"W2343364343","doi":"10.24059/olj.v8i2.1826","title":"UNIVERSITY INSTRUCTORS’ REFLECTIONS ON THEIR FIRST ONLINE TEACHING EXPERIENCES","year":2019,"lang":"en","type":"article","venue":"Online Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Face-to-face; Face (sociological concept); Psychology; Qualitative research; Online teaching; Online learning; Graduate students; Pedagogy; Process (computing); Medical education; Mathematics education; Sociology; Multimedia; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004604281,0.0001660448,0.0002059502,0.0002007912,0.001785122,0.00007410115,0.000345572,0.0001399052,0.0007151724],"category_scores_gemma":[0.0004282856,0.0001586374,0.0001088285,0.0004335007,0.0001310439,0.0003554972,0.00008177014,0.001202461,0.0001173477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000174134,"about_ca_system_score_gemma":0.0002275659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008245987,"about_ca_topic_score_gemma":0.003788277,"domain_scores_codex":[0.9982232,0.000483315,0.0001682951,0.000378928,0.0003281805,0.0004180185],"domain_scores_gemma":[0.9991581,0.0003153414,0.0001464459,0.0001846858,0.00006517192,0.000130205],"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":[0.0001908908,0.001361616,0.1661521,0.00005519278,0.0001384435,0.00004982774,0.329056,0.01506763,0.001469615,0.03501743,0.0006296691,0.4508115],"study_design_scores_gemma":[0.0002055857,0.0001458347,0.002959129,0.00005952406,0.000005935299,0.000001260521,0.2877035,0.0005136667,0.00001046074,0.00003006731,0.708199,0.0001659735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519547,0.00002007359,0.00004414325,0.00250748,0.0004937425,0.0001232686,0.000007741951,0.0003080685,0.04454076],"genre_scores_gemma":[0.9757912,0.00008271747,0.004793015,0.0001231614,0.000769816,8.787291e-7,0.00005866783,0.00002077825,0.01835974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7075694,"threshold_uncertainty_score":0.9995144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02811736678215364,"score_gpt":0.3312893656972829,"score_spread":0.3031719989151292,"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."}}