{"id":"W4417526039","doi":"10.18357/ijcyfs164202522589","title":"EARLY LEARNING AND CHILD CARE FOR IMMIGRANT FAMILIES AND CHILDREN: A PAN-CANADIAN JURISDICTIONAL SCAN OF SETTLEMENT AGENCIES","year":2025,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"Canada Research Chairs","keywords":"Settlement (finance); Immigration; Workforce; Child care; Professionalization; Diversity (politics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001508956,0.0003109317,0.0002873679,0.00400461,0.007715339,0.002593398,0.001211912,0.0004137141,0.002087452],"category_scores_gemma":[0.002826311,0.000350908,0.0003381038,0.01160859,0.001686092,0.0008018822,0.003087306,0.0006608139,0.00009906918],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04247272,"about_ca_system_score_gemma":0.1013167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955786,"about_ca_topic_score_gemma":0.9988714,"domain_scores_codex":[0.998248,0.0002174563,0.00008920986,0.0001498276,0.0004809109,0.0008146649],"domain_scores_gemma":[0.997303,0.0003150304,0.0003607783,0.00008767539,0.001387007,0.0005463724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001253443,0.00007818556,0.7751604,0.001126344,0.00008009244,0.00143098,0.1244812,0.0003425191,0.001587028,0.004070682,0.005856928,0.08566023],"study_design_scores_gemma":[0.000003132821,0.00002500869,0.8535638,0.0003977539,0.00003310163,0.0002830427,0.1289467,0.0001158179,0.0001334136,0.0001163048,0.01635132,0.00003065029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758553,0.004898788,0.0002426392,0.002401148,0.00001668705,0.0001314166,0.002980564,0.00001779342,0.01345572],"genre_scores_gemma":[0.9921639,0.004639681,0.0007097491,0.0002892329,0.000003728071,0.00005785043,0.0007342779,0.000008172013,0.001393385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9575273,"threshold_uncertainty_score":0.3081626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204698432513212,"score_gpt":0.2960923543331788,"score_spread":0.2840453700080467,"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."}}