{"id":"W2809401372","doi":"10.3390/socsci7070104","title":"Heating Up Online Learning: Insights from a Collaboration Employing Arts Based Research/Pedagogy for an Adult Education, Online, Community Outreach Undergraduate Course","year":2018,"lang":"en","type":"article","venue":"Social Sciences","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; Brock University","funders":"","keywords":"Outreach; Emic and etic; Pedagogy; Instructional design; Sociology; Educational technology; Citizen journalism; The arts; Psychology; Computer science; Visual arts; World Wide Web","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":[0.002952652,0.0001294257,0.0001665996,0.000152185,0.01530252,0.0006040456,0.0005509086,0.0001199723,0.00008530906],"category_scores_gemma":[0.002280856,0.0001276253,0.00004879015,0.001444029,0.001570834,0.0008856368,0.00005166269,0.0004702688,0.00001412131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783804,"about_ca_system_score_gemma":0.004400681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07598403,"about_ca_topic_score_gemma":0.2957798,"domain_scores_codex":[0.9951583,0.002815425,0.0003060946,0.0003606699,0.0008743326,0.0004851534],"domain_scores_gemma":[0.9963459,0.00110934,0.000228853,0.0001721033,0.001960776,0.0001830563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009714815,0.00503678,0.04981529,0.00002830114,0.00005499704,3.488227e-7,0.70026,0.000145282,0.0009640476,0.1302374,0.0328926,0.08046777],"study_design_scores_gemma":[0.0003412706,0.0004880345,0.02137199,0.00004777782,0.00002639338,6.164606e-8,0.8292501,0.001027343,0.00006527258,0.03403419,0.113098,0.0002495832],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666775,0.0000593575,0.0002974099,0.02463679,0.001428131,0.0004974933,0.00004012161,0.0001114489,0.00625172],"genre_scores_gemma":[0.9915665,0.0000266867,0.003598205,0.0008559024,0.002489313,0.00007271075,0.0002573278,0.00001385309,0.001119501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2197957,"threshold_uncertainty_score":0.9859794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3835725481391194,"score_gpt":0.5702405657460267,"score_spread":0.1866680176069073,"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."}}