{"id":"W4388772607","doi":"10.1007/s13158-023-00375-w","title":"Preferences and Challenges in Access to Childcare Programs: A Mixed-Methods Study with Newcomers to Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Early Childhood","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; McGill University; University of Regina","funders":"Immigration, Refugees and Citizenship Canada","keywords":"Disadvantaged; Context (archaeology); Subsidy; Focus group; Early childhood education; Feeling; Psychology; Social isolation; Qualitative property; Sociology; Public relations; Economic growth; Social psychology; Pedagogy; Political science; Business; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.005229256,0.000731655,0.001923,0.001594447,0.01543801,0.007099648,0.003241423,0.001816839,0.00317258],"category_scores_gemma":[0.008116332,0.001449849,0.001550377,0.004695971,0.003016287,0.001786912,0.003245797,0.003612268,0.0003681707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04635796,"about_ca_system_score_gemma":0.06912092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898084,"about_ca_topic_score_gemma":0.9962095,"domain_scores_codex":[0.9942778,0.001252634,0.0003115097,0.0007696386,0.001362605,0.002025922],"domain_scores_gemma":[0.9915504,0.001596117,0.001322481,0.00031977,0.003195422,0.002015698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005313969,0.001433926,0.7876149,0.0002392808,0.0003125495,0.0005860317,0.1944666,0.0001101557,0.0005481063,0.0006967437,0.002352038,0.01110831],"study_design_scores_gemma":[0.00009828874,0.0003976306,0.6099676,0.0003863148,0.000147636,0.0001852867,0.3838601,0.0003761079,0.0001690012,0.0001417256,0.004134263,0.0001359738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974967,0.0005509768,0.0001039987,0.0003114117,0.00002346978,0.0001580972,0.0003814574,0.000002218056,0.000971659],"genre_scores_gemma":[0.9937117,0.0009077661,0.0005252123,0.0008102679,0.00001638934,0.0003050071,0.0005668035,0.00001551476,0.003141455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04635796,"threshold_uncertainty_score":0.3363521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06830018944782434,"score_gpt":0.3903299348016108,"score_spread":0.3220297453537864,"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."}}