{"id":"W7046277835","doi":"","title":"Contributing to a National Early Learning and Child Care System in Canada: An Environmental Scan of Early Childhood Policy and Programs","year":2023,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Early childhood; Early childhood education; Child care; Government (linguistics); Workforce; Economic shortage; Day care; Child development; Workforce development","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005926053,0.0002145836,0.0002785924,0.0002707668,0.001939501,0.0001362284,0.0001911395,0.0001079252,0.000005932336],"category_scores_gemma":[0.0001855631,0.0002440597,0.00004400134,0.0007721637,0.0003267237,0.0002729451,0.0001415981,0.0002584265,0.000004205516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003315225,"about_ca_system_score_gemma":0.009423132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4490121,"about_ca_topic_score_gemma":0.1677788,"domain_scores_codex":[0.997266,0.0002342058,0.0004678074,0.000470656,0.0009938302,0.0005675021],"domain_scores_gemma":[0.9990872,0.00008403794,0.0001629768,0.0001091461,0.0001257278,0.0004309655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005921038,0.00009327545,0.8949825,0.00006436214,0.00006788092,0.00005493959,0.08048761,0.001342201,0.0001634623,0.01434203,0.00002481393,0.008317685],"study_design_scores_gemma":[0.0005435808,0.000108863,0.9181744,0.0002339039,0.000008285027,0.00003897276,0.07349796,0.00005035927,0.00007566994,0.00002161728,0.006974975,0.0002713619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859348,0.0001868984,0.000008400204,0.0002923619,0.0002853429,0.0006790908,0.00004591651,0.00009991541,0.0124673],"genre_scores_gemma":[0.9987003,0.0000141542,0.000162113,0.00006443744,0.0004184046,0.00007351293,0.00003810058,0.00002117778,0.0005078282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2812333,"threshold_uncertainty_score":0.9993598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005869418269460224,"score_gpt":0.2285481404875828,"score_spread":0.2226787222181226,"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."}}