{"id":"W2943674945","doi":"","title":"Enhancing learning through building on students' and parents' linguistic and cultural repertoires in year 1 classrooms","year":2018,"lang":"en","type":"article","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Cultural diversity; Space (punctuation); Diversity (politics); Linguistic diversity; Geography; Genealogy; Gender studies; Media studies; Sociology; Ethnology; History; Linguistics; Population; Demography; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002574206,0.0006725502,0.0005935732,0.001152733,0.003701062,0.005317979,0.002569643,0.001078252,0.006768549],"category_scores_gemma":[0.00477889,0.0003684282,0.0006203735,0.0004477463,0.001571873,0.00296731,0.009263133,0.001558862,0.002393893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908841,"about_ca_system_score_gemma":0.003330356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396119,"about_ca_topic_score_gemma":0.01552795,"domain_scores_codex":[0.9979619,0.0007885561,0.0000450074,0.0003197418,0.0004423416,0.0004425287],"domain_scores_gemma":[0.9971882,0.0005410081,0.0002415941,0.0002387239,0.0002569118,0.00153369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002197509,0.0140478,0.05475882,0.0009380484,0.00007566426,0.001114884,0.2283587,0.0008034875,0.01115561,0.007484361,0.03782943,0.6432135],"study_design_scores_gemma":[0.0002543619,0.004136494,0.2445471,0.003628817,0.0004203508,0.001523591,0.3021582,0.001979028,0.007440215,0.03031555,0.40327,0.0003263577],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392126,0.000755496,0.004588306,0.003722762,0.0002536442,0.000325132,0.0001051785,0.0004765227,0.05056044],"genre_scores_gemma":[0.9561097,0.001451638,0.02234272,0.001004562,0.00005837449,0.0004798201,0.0001789692,0.00008523642,0.01828901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006768549,"threshold_uncertainty_score":0.02264309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04247903343530786,"score_gpt":0.4184228696147283,"score_spread":0.3759438361794205,"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."}}