{"id":"W2904339161","doi":"10.4324/9781315092171-39","title":"Social Studies Education","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Political science; Psychology","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":[0.001022995,0.0004514081,0.0003189058,0.001121879,0.003402462,0.005276104,0.0004089838,0.001996043,0.09824102],"category_scores_gemma":[0.001712727,0.0001859468,0.000233021,0.001324868,0.004219479,0.004598644,0.004259784,0.002878433,0.02093637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004006349,"about_ca_system_score_gemma":0.006152989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722579,"about_ca_topic_score_gemma":0.006699121,"domain_scores_codex":[0.9993047,0.0001752849,0.00003136347,0.00009879109,0.0002459795,0.000143985],"domain_scores_gemma":[0.9991141,0.0003141282,0.00004658095,0.0001086681,0.000142327,0.000274217],"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":[0.000005169083,0.00007724424,0.0002940285,0.0001788129,0.000001956199,0.00005938103,0.00317106,0.00006417908,0.0001657202,0.6242939,0.1981808,0.1735078],"study_design_scores_gemma":[0.000001042281,0.000005038849,0.0002558418,0.0001486675,3.572975e-7,0.00002998089,0.0004976212,0.00001508247,0.00003633276,0.02637238,0.9726361,0.000001504581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00146733,0.01204511,0.0009264304,0.01496781,0.00120026,0.00003951272,0.00009055148,0.00009517775,0.9691679],"genre_scores_gemma":[0.04981678,0.01857415,0.001497159,0.00616352,0.001269608,0.0000932332,0.0001690465,0.0001058887,0.9223107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09824102,"threshold_uncertainty_score":0.3286489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3946291616970258,"score_gpt":0.5092457603129777,"score_spread":0.1146165986159519,"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."}}