{"id":"W3128918590","doi":"10.29173/iasl7583","title":"Podcasting in Library Research","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Process (computing); Work (physics); Information and Communications Technology; Mathematics education; Value (mathematics); Pedagogy; Psychology; Medical education; Sociology; Computer science; Engineering; Medicine; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002759871,0.00007884893,0.0001172584,0.0003029693,0.000499685,0.0003837203,0.0003680739,0.0001228883,0.0007997384],"category_scores_gemma":[0.006544313,0.0000898934,0.00002140899,0.002978935,0.0003435798,0.001541153,0.0001704275,0.000519336,0.0000672635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032123,"about_ca_system_score_gemma":0.002055153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002187451,"about_ca_topic_score_gemma":0.00006802197,"domain_scores_codex":[0.9981758,0.0001642531,0.0002482695,0.0003219444,0.0006098765,0.0004798691],"domain_scores_gemma":[0.9968982,0.0004115247,0.00005679602,0.00007464564,0.002469788,0.00008901829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006727699,0.00008736288,0.05230583,0.0000210916,0.000003323037,0.000007553173,0.3230407,2.646608e-7,0.0002662795,0.6047193,0.006456491,0.01308514],"study_design_scores_gemma":[0.0001198235,0.00002269292,0.02508522,0.0001489524,0.00000181307,0.000005609988,0.6871032,0.0000420107,0.001771686,0.1268369,0.158668,0.000194095],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6961417,0.00006512523,0.00003963175,0.01703217,0.0003452002,0.0001286768,0.000005344688,0.00007437946,0.2861677],"genre_scores_gemma":[0.9658035,0.00005157193,0.0231402,0.0003336122,0.0006468606,0.00004776372,0.000005718456,0.00001206311,0.009958704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4778824,"threshold_uncertainty_score":0.8756574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.204944774005401,"score_gpt":0.485872313031967,"score_spread":0.280927539026566,"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."}}