{"id":"W3128817601","doi":"10.29173/assert5","title":"Increasing Inclusion and Recognition in Education for Democracy","year":2020,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Democracy; Mathematics education; Political science; Computer science; Psychology; Pedagogy; Sociology; Social psychology; Politics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002947884,0.00007764736,0.000174474,0.0001471017,0.002062889,0.00003629446,0.0001431791,0.00009231082,0.000007946443],"category_scores_gemma":[0.007381972,0.00007365479,0.0000672262,0.0005155696,0.0004912649,0.000229274,0.0001187836,0.0001281486,0.000001607672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008209,"about_ca_system_score_gemma":0.00154177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006662371,"about_ca_topic_score_gemma":0.0005666013,"domain_scores_codex":[0.9985628,0.000281767,0.0002620245,0.0001992069,0.0003539277,0.000340276],"domain_scores_gemma":[0.9975642,0.0005832362,0.0001238408,0.0000413193,0.001549687,0.0001376986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001533633,0.0003918011,0.001668536,0.0002202654,0.00004641548,1.44851e-8,0.4455685,6.739766e-7,0.0001617876,0.03248711,0.1195949,0.3997066],"study_design_scores_gemma":[0.0002210288,0.0001307197,0.00738089,0.00007818789,0.000009113906,1.099045e-7,0.5221906,0.000005902618,0.0001028018,0.1801227,0.289641,0.0001169519],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7437317,0.002521109,0.00000542995,0.2497385,0.0002265549,0.001056098,0.00001966133,0.00001201364,0.002688932],"genre_scores_gemma":[0.9926983,0.00250372,0.0007481189,0.002087955,0.0010778,0.0003799714,0.00005507986,0.00001128469,0.0004378318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3995896,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3541966402478425,"score_gpt":0.5629834709314823,"score_spread":0.2087868306836397,"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."}}