{"id":"W4402746041","doi":"10.18357/otessac.2023.3.1.264","title":"Podcasting for Student Agency","year":2023,"lang":"en","type":"article","venue":"The Open/Technology in Education Society and Scholarship Association Conference","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Agency (philosophy); Psychology; Data science; Mathematics education; Computer science; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004749433,0.0003616289,0.0003701834,0.0009599124,0.002805024,0.005422094,0.001026076,0.001126215,0.0191661],"category_scores_gemma":[0.01641416,0.0002150884,0.0007552224,0.0005514333,0.002113929,0.003539626,0.008099129,0.002041814,0.002247778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009403299,"about_ca_system_score_gemma":0.001503478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004031077,"about_ca_topic_score_gemma":0.001079008,"domain_scores_codex":[0.9960359,0.002564969,0.0001564746,0.0002918229,0.0006630313,0.0002878779],"domain_scores_gemma":[0.9910561,0.004837498,0.0004961848,0.001960368,0.0006236474,0.00102619],"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":[0.0005007356,0.00127372,0.004595348,0.001368932,0.00004978767,0.0002778211,0.03725307,0.0009977495,0.00574461,0.08262821,0.04326156,0.8220484],"study_design_scores_gemma":[0.0002728847,0.001522009,0.006431273,0.00149252,0.0001246375,0.000785329,0.02253226,0.002533734,0.00737449,0.04773118,0.9091044,0.00009535493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2981164,0.006766102,0.2391431,0.018257,0.004754228,0.001450807,0.0006328651,0.005889889,0.4249897],"genre_scores_gemma":[0.7985047,0.003049866,0.1403295,0.001424696,0.0007050431,0.00105062,0.0002885553,0.000486995,0.05416005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0191661,"threshold_uncertainty_score":0.06411701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357571069636706,"score_gpt":0.4934393980606432,"score_spread":0.3576822910969726,"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."}}