{"id":"W2181629066","doi":"10.36510/learnland.v3i2.354","title":"An EDUCATION Letter","year":2010,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Virtue; Ideal (ethics); Citizenship; Civic virtue; Democracy; Pedagogy; Lifelong learning; Sociology; Political science; Psychology; Public relations; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009707045,0.0005095743,0.0003276093,0.0004979166,0.003858236,0.002211984,0.0006867726,0.008686208,0.1257292],"category_scores_gemma":[0.01030339,0.0002953173,0.0004648751,0.0002196788,0.0007469089,0.001569485,0.001644333,0.007939924,0.03931132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891955,"about_ca_system_score_gemma":0.003150096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005409129,"about_ca_topic_score_gemma":0.01052134,"domain_scores_codex":[0.9990145,0.0002488611,0.00006211409,0.0001456277,0.0002853213,0.000243542],"domain_scores_gemma":[0.9971436,0.0008292274,0.00008123342,0.0001114971,0.001136471,0.0006979646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001869632,0.00002115819,0.0001349587,0.00001412277,0.000001193377,0.00051607,0.00006609598,0.000009049165,0.00008024631,0.001124285,0.9935556,0.004458672],"study_design_scores_gemma":[0.000008715448,0.00002288916,0.0004174254,0.00003843529,0.000001480624,0.0003749647,0.0002226617,0.00004010869,0.00006371206,0.0005797178,0.9982249,0.000005032577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003014391,0.00151407,0.0004263256,0.7586477,0.1045177,0.0001466067,0.0002588161,0.0003022076,0.1311721],"genre_scores_gemma":[0.0128228,0.0009223531,0.0002676311,0.3881888,0.01168005,0.00008465347,0.0001786952,0.00008706598,0.5857679],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1257292,"threshold_uncertainty_score":0.4206061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799647869754014,"score_gpt":0.3652981106607996,"score_spread":0.3273016319632595,"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."}}