{"id":"W2064322883","doi":"10.11114/jets.v1i2.139","title":"University Students’ Perception of the Pedagogical Use of Podcasts: A Case Study of an Online Information System Course","year":2013,"lang":"en","type":"article","venue":"Journal of Education and Training Studies","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Perception; Relevance (law); Empirical research; Anxiety; Educational technology; Mathematics education; Cognition; Instructional design; Pedagogy; Medical education","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":[0.001136717,0.00005353098,0.0001885776,0.0001695524,0.0002451107,0.00002071435,0.0001321248,0.0000311472,0.000007931037],"category_scores_gemma":[0.0006894274,0.00003926096,0.00003511471,0.0003702487,0.0002347169,0.0007726859,0.00002777989,0.00009666559,1.140266e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072697,"about_ca_system_score_gemma":0.0004816619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008835364,"about_ca_topic_score_gemma":0.0002008722,"domain_scores_codex":[0.9986308,0.0004197908,0.0004701366,0.00004637195,0.0003733657,0.00005956426],"domain_scores_gemma":[0.9964594,0.0002529588,0.0008855531,0.00008615362,0.002283387,0.00003257819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001782123,0.001573993,0.1048292,0.00005515849,0.0001517812,9.207934e-7,0.8599135,0.0000548999,0.0000256344,0.002623699,0.0001170954,0.03063631],"study_design_scores_gemma":[0.000181026,0.0001369089,0.3301477,0.00006739923,0.00005530009,0.00003888595,0.6691969,0.000009649896,0.000001087059,0.00003640985,0.0001062218,0.00002252094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984496,0.00003011805,0.00004382853,0.0004398945,0.0006981402,0.0002339768,0.000005181656,0.000002800314,0.00009643329],"genre_scores_gemma":[0.9949148,0.00002535568,0.004852537,0.00002015575,0.0001179857,0.000001534835,7.131883e-7,0.000001842932,0.00006506905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2253185,"threshold_uncertainty_score":0.1885218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3474037842518183,"score_gpt":0.5045335808975635,"score_spread":0.1571297966457452,"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."}}