{"id":"W2485472132","doi":"10.4018/978-1-4666-5206-4.ch010","title":"Citizenship @ the Edge of Two Worlds","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Citizenship; Citizenship education; Field (mathematics); Sociology; Niche; Epistemology; Environmental ethics; Political science; Ecology; Law; Biology; Mathematics; Philosophy","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":[0.0004659094,0.0002453635,0.0004386752,0.00006029079,0.001315642,0.00007325857,0.0004527796,0.0001909811,0.00008168599],"category_scores_gemma":[0.0000429509,0.0002018391,0.0001054026,0.00007092106,0.002636759,0.0001960544,0.0001558163,0.0005823472,0.000001694865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007405171,"about_ca_system_score_gemma":0.00009483747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006978313,"about_ca_topic_score_gemma":0.03386136,"domain_scores_codex":[0.9986299,0.0002985037,0.0003868809,0.0001276751,0.0002634506,0.0002936193],"domain_scores_gemma":[0.9986178,0.0005693609,0.0003472816,0.0002100706,0.0002045766,0.00005094318],"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":[0.00002473513,0.00001036438,0.0001572622,0.00004740683,0.00002784963,7.735201e-7,0.07134795,0.00001697798,1.251288e-7,0.8975438,0.004174226,0.02664856],"study_design_scores_gemma":[0.0001611454,0.00001919361,0.00006843838,0.0003500082,0.00003174255,0.000001076227,0.02467774,0.000003774232,2.244945e-7,0.05750314,0.9169705,0.000213036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009266519,0.05643843,0.00000343084,0.003706115,0.001749136,0.0002804685,0.00004793371,0.00007119451,0.9367766],"genre_scores_gemma":[0.2126936,0.25476,0.0003208541,0.002286294,0.005950472,0.00002504757,0.0002206478,0.0000564547,0.5236866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9127963,"threshold_uncertainty_score":0.9999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04756722545678592,"score_gpt":0.3495062619786545,"score_spread":0.3019390365218686,"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."}}