{"id":"W4317401690","doi":"10.3389/feduc.2022.1026417","title":"Remote supervision of teacher trainee internships: Using digital technology to increase social presence","year":2023,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Internship; Immediacy; Empathy; Psychology; Cohesion (chemistry); Viewpoints; Medical education; Pedagogy; Multimedia; Computer science; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004159323,0.00005672291,0.000109363,0.0005041118,0.0001148486,0.00003027462,0.0001942312,0.0001104764,0.00002007588],"category_scores_gemma":[0.001034134,0.00006300589,0.00002756677,0.00124981,0.00009596768,0.0002385463,0.00004692619,0.0001404857,0.000008962294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487562,"about_ca_system_score_gemma":0.0005045255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007786862,"about_ca_topic_score_gemma":0.0001538593,"domain_scores_codex":[0.9992319,0.00008565484,0.0001591383,0.000157605,0.0001695389,0.0001961857],"domain_scores_gemma":[0.9997289,0.00002608366,0.00005217521,0.00008521543,0.0000635232,0.00004415285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001786371,0.00008891388,0.08155234,0.00001399108,0.000005400376,8.650098e-7,0.01812647,0.00003781202,0.0003147097,0.0005771347,0.01046642,0.8887981],"study_design_scores_gemma":[0.000416573,0.00009905129,0.02865807,0.0003357119,0.00002365894,0.000001398808,0.6089177,0.005572313,0.0002541072,0.02142853,0.3338647,0.0004281937],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910624,0.00005178609,0.00132922,0.003517854,0.0008396178,0.0001644229,0.000002850921,0.00006697071,0.002964885],"genre_scores_gemma":[0.9868004,0.00001450064,0.01143557,0.00001941409,0.0003115975,0.000003728466,0.00001342455,0.000008775541,0.001392634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8883699,"threshold_uncertainty_score":0.2569306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586612733428435,"score_gpt":0.3683948181903257,"score_spread":0.3425286908560414,"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."}}