{"id":"W4416243598","doi":"10.1080/21548455.2025.2575413","title":"Student podcast-mediated public communication: fostering social responsibility in undergraduate science","year":2025,"lang":"en","type":"article","venue":"International Journal of Science Education Part B","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Social responsibility; Work (physics); Agency (philosophy); Qualitative research; Science education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004752024,0.0005547114,0.0004238979,0.0008760631,0.003317101,0.00462607,0.001315063,0.001355426,0.005825745],"category_scores_gemma":[0.01513852,0.0003107903,0.000483998,0.0003776273,0.002856552,0.002345174,0.00826551,0.002363386,0.0008657995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204088,"about_ca_system_score_gemma":0.002660505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006015695,"about_ca_topic_score_gemma":0.00162341,"domain_scores_codex":[0.9960115,0.002526907,0.0001063873,0.0003940385,0.0004828722,0.0004782655],"domain_scores_gemma":[0.9902574,0.004876356,0.00102303,0.001116406,0.00050989,0.002217024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009300116,0.01066263,0.04341515,0.001154491,0.00006994544,0.001166404,0.4315565,0.00127509,0.03458828,0.0183107,0.009638181,0.4472327],"study_design_scores_gemma":[0.0006100812,0.007388869,0.1077441,0.001502856,0.0002382933,0.00159822,0.4814692,0.009953776,0.03633737,0.0357608,0.3170641,0.0003324627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612114,0.0001920375,0.01561383,0.001742438,0.0002472493,0.0002507317,0.00003150009,0.0003042216,0.02040653],"genre_scores_gemma":[0.9865543,0.0001600109,0.00878135,0.000255695,0.00005787254,0.0002096004,0.0000329397,0.00003876285,0.00390951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005825745,"threshold_uncertainty_score":0.0251314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518233605357587,"score_gpt":0.5090081736102617,"score_spread":0.357184813074503,"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."}}