{"id":"W2270444922","doi":"","title":"Instructor Experience with Online Distance Learning in the Apprenticeship Trades","year":2013,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University; University of Calgary","funders":"","keywords":"Apprenticeship; Distance education; Experiential learning; Computer science; Mathematics education; Psychology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0001817409,0.0001694786,0.0002057557,0.0004874621,0.0004292197,0.00008134833,0.0005806673,0.0001390732,0.0003762854],"category_scores_gemma":[0.001105961,0.0001237268,0.00001436167,0.001541179,0.002294565,0.00022643,0.00004201287,0.0006718766,0.00003349529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009283237,"about_ca_system_score_gemma":0.0004998206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002343127,"about_ca_topic_score_gemma":0.008821323,"domain_scores_codex":[0.9985245,0.0001017865,0.0002334161,0.0003832839,0.000354169,0.000402832],"domain_scores_gemma":[0.9985265,0.0008535231,0.0001420988,0.0002098453,0.0001928107,0.00007520547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006284607,0.0001723668,0.1164684,0.000008278933,0.000009374352,0.000001140226,0.06076777,4.538004e-7,0.00008723461,0.809072,0.0007282217,0.01267853],"study_design_scores_gemma":[0.000292067,0.00007473816,0.3405453,0.0001119107,0.000009428923,0.000005698694,0.1033921,0.00001526217,0.0001375661,0.5509977,0.004142675,0.0002755462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5873375,0.0002666062,0.00001834739,0.4092371,0.0003556951,0.0003066937,0.000002561858,0.0001987266,0.002276841],"genre_scores_gemma":[0.996096,0.0003393513,0.0008403551,0.0002684275,0.0002391145,0.0008724592,0.00001182387,0.000008805597,0.001323736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4089686,"threshold_uncertainty_score":0.8454421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357131572697728,"score_gpt":0.3170112409645998,"score_spread":0.2734399252376225,"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."}}