{"id":"W4395084894","doi":"10.36443/9788418465826","title":"Integrative models of Education for Citizenship (Handbook) - 2nd edition","year":2024,"lang":"en","type":"book","venue":"Universidad de Burgos eBooks","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citizenship; Psychology; Mathematics education; Sociology; Cognitive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008107129,0.0009130851,0.0004671541,0.001190015,0.001434811,0.006338432,0.00131412,0.001552929,0.02765517],"category_scores_gemma":[0.001380209,0.0004628987,0.0006107821,0.001239034,0.003306231,0.006148966,0.002375421,0.003153258,0.01031609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003128078,"about_ca_system_score_gemma":0.004203808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922902,"about_ca_topic_score_gemma":0.005581198,"domain_scores_codex":[0.9993969,0.0002106168,0.00004218093,0.00006965744,0.0002251664,0.00005543421],"domain_scores_gemma":[0.9994614,0.0002697989,0.00003117168,0.00006312353,0.0001146841,0.00005972257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001066994,0.00005007295,0.0001322382,0.00040218,0.000005327943,0.00009386297,0.003947018,0.0004123698,0.0002007613,0.6157435,0.2499654,0.1290366],"study_design_scores_gemma":[0.000003514974,0.000009905711,0.0001981687,0.0004307006,0.000002895881,0.0001586977,0.0008863893,0.0001518577,0.00006029726,0.08334635,0.9147446,0.000006619704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00133809,0.03829,0.021303,0.009200523,0.002442529,0.0001623444,0.0002949284,0.0006501771,0.9263183],"genre_scores_gemma":[0.0502337,0.05096255,0.03918331,0.003644915,0.0009743472,0.0009387679,0.000978268,0.0007202575,0.8523639],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02765517,"threshold_uncertainty_score":0.09251571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668855772183552,"score_gpt":0.247063850625009,"score_spread":0.2203752929031735,"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."}}