{"id":"W4411958634","doi":"10.59236/td2011vol4iss31263","title":"Teaching Source Credibility Evaluation to Undergraduates","year":2011,"lang":"en","type":"article","venue":"Transformative Dialogues Teaching and Learning Journal","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Credibility; Source credibility; Mathematics education; Psychology; Computer science; Political science; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02040449,0.0001495894,0.0001857193,0.0002201394,0.004975137,0.0003065908,0.0001705159,0.00008278601,0.0001744992],"category_scores_gemma":[0.003580258,0.0001280259,0.0000790182,0.00009657371,0.0001266098,0.00179586,0.00001722546,0.002001974,0.00004448531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472825,"about_ca_system_score_gemma":0.0001522645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186069,"about_ca_topic_score_gemma":0.0001917492,"domain_scores_codex":[0.9945231,0.003885645,0.0003913813,0.0001305147,0.0006285621,0.0004408084],"domain_scores_gemma":[0.9988889,0.0003087698,0.0001728651,0.00007160578,0.0001534909,0.0004043352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002942337,0.00002806186,0.0005029553,0.000007315566,0.0000183684,3.304298e-7,0.700838,0.0001437269,0.00002434422,0.002912144,0.0001915329,0.2953038],"study_design_scores_gemma":[0.001919866,0.0008612571,0.03586198,0.0003436672,0.0001540352,0.00007130965,0.8117628,0.008225534,0.0000938116,0.01107521,0.128822,0.0008085126],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7617239,0.00006020656,0.08030817,0.001646058,0.0002108814,0.0002646306,0.000001574955,0.0001269999,0.1556575],"genre_scores_gemma":[0.9958215,0.00004979442,0.002826179,0.0004152048,0.0002210392,0.000002284487,0.000007277582,0.00001072128,0.0006459932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2944953,"threshold_uncertainty_score":0.9963202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09871476591576674,"score_gpt":0.3482485017440291,"score_spread":0.2495337358282624,"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."}}