{"id":"W3043591260","doi":"10.4000/communication.11937","title":"Kirsten KOZOLANKA et Paul ORLOWSKI (2019), Media Literacy for Citizenship, a Canadian Perspective","year":2020,"lang":"en","type":"article","venue":"Communication","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Conscience; Perspective (graphical); Citizenship; Literacy; Sociology; Political science; Politics; Philosophy; Art; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002410377,0.0001320609,0.0001537119,0.000107092,0.0004253419,0.0003797237,0.0004202432,0.00005341684,0.0008700612],"category_scores_gemma":[0.0006169296,0.0001274545,0.00007376911,0.00006374959,0.0001034191,0.0004359151,0.00004126021,0.0002012963,0.000167001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687151,"about_ca_system_score_gemma":0.0002927305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02598017,"about_ca_topic_score_gemma":0.07231115,"domain_scores_codex":[0.9991014,0.0001320655,0.0002266925,0.0001958841,0.0001111169,0.0002328634],"domain_scores_gemma":[0.9981187,0.000466199,0.0001015991,0.0004955729,0.0005709791,0.0002469633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001827403,0.00001910188,0.0001307589,0.00001929151,0.00002264883,3.43498e-7,0.7868678,5.898385e-7,0.000002827804,0.07662558,0.1346666,0.001626167],"study_design_scores_gemma":[0.0007480906,0.0001083931,0.001905764,0.0001079749,0.00007524627,0.000003390413,0.2527089,0.000767109,0.00003501809,0.06549898,0.677631,0.0004101137],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4277817,0.02065809,0.0002999771,0.4235835,0.003577242,0.002886214,0.001950144,0.0006256696,0.1186375],"genre_scores_gemma":[0.989782,0.0002318862,0.0006836556,0.006188196,0.0009032038,0.0001225656,0.001442217,0.00002740443,0.0006188222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5620003,"threshold_uncertainty_score":0.9805059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06392600474885922,"score_gpt":0.2933085767555013,"score_spread":0.229382572006642,"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."}}