{"id":"W2502170699","doi":"10.4018/978-1-4666-5206-4.ch013","title":"Citizen In/Action","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in social networking and online communities book series","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Citizenship; Citizenship education; Action (physics); Curriculum; The Internet; Global citizenship; Sociology; Social media; Political science; Engineering ethics; Public relations; Pedagogy; Computer science; Engineering; World Wide Web; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002974553,0.0002398259,0.0003973673,0.0001093943,0.00087469,0.00009033768,0.0002363645,0.0003202886,0.000090198],"category_scores_gemma":[0.00003087488,0.0002595813,0.00006499302,0.00006355446,0.0009587102,0.0004904234,0.00009427372,0.000615304,0.00000349642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986709,"about_ca_system_score_gemma":0.00008286366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836339,"about_ca_topic_score_gemma":0.1307108,"domain_scores_codex":[0.998778,0.0001995765,0.0003409013,0.0001540482,0.000212456,0.0003150604],"domain_scores_gemma":[0.9992723,0.0002194276,0.0002116601,0.000128769,0.0001118156,0.00005605873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005498299,0.00002974875,0.0004702531,0.00008750585,0.00001750076,0.000004353146,0.1046763,0.00004172555,1.694706e-7,0.7587626,0.002389794,0.1334651],"study_design_scores_gemma":[0.0001755276,0.00001920342,0.000187637,0.0003780086,0.00001189598,0.000001256956,0.03130361,0.000007721372,7.18714e-8,0.01992446,0.9477162,0.0002743605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001936209,0.03191248,0.000002755621,0.002626884,0.002298244,0.0002912257,0.00002836228,0.0001211194,0.9607827],"genre_scores_gemma":[0.07794338,0.4521976,0.0002436663,0.001545861,0.004342269,0.00002592099,0.0003329539,0.00004742232,0.4633209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9453264,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05446829019375254,"score_gpt":0.358294758938968,"score_spread":0.3038264687452155,"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."}}