{"id":"W4386217030","doi":"10.3102/2014740","title":"Melding Two Cultural Worlds: Black/African Immigrants' Involvement Strategy for Supporting Children's Mathematics Learning in Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Mathematics education; Computer science; Mathematics; History; Archaeology","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":[0.002757338,0.0003611062,0.000223163,0.0007449897,0.03114442,0.005433221,0.001932687,0.001220856,0.006437291],"category_scores_gemma":[0.003690726,0.0002346935,0.0003039093,0.0006184953,0.003835486,0.001510543,0.00818357,0.002350556,0.0004253409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02342652,"about_ca_system_score_gemma":0.1031168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8806804,"about_ca_topic_score_gemma":0.9720526,"domain_scores_codex":[0.9979601,0.0005953499,0.0000288811,0.0001196294,0.0003108839,0.0009851484],"domain_scores_gemma":[0.9968538,0.0002434233,0.0001132326,0.00006452838,0.0004941783,0.002230868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002050436,0.0007733846,0.05084009,0.0001219265,0.00002921686,0.001625951,0.8163357,0.0003313052,0.003234678,0.02046576,0.01371865,0.09231835],"study_design_scores_gemma":[0.00002873948,0.0001071202,0.02052757,0.0001749749,0.00005074404,0.0001601085,0.9163411,0.0003618476,0.0008911681,0.001157009,0.06016348,0.00003608505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254265,0.0001715075,0.0007519512,0.006726093,0.0000755128,0.0001302377,0.00002707488,0.00002820373,0.06666294],"genre_scores_gemma":[0.9815384,0.0001631212,0.001346336,0.0006738076,0.000005158941,0.00005324742,0.00001646079,0.00001537368,0.01618813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1193196,"threshold_uncertainty_score":0.2400445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316680689186719,"score_gpt":0.3227020087041378,"score_spread":0.2910339397854659,"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."}}