{"id":"W1818294274","doi":"10.1093/pch/14.10.660","title":"Early childhood education and care: Canada's challenges and next steps","year":2009,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Population; Economic growth; Political science; Medicine; Environmental health; Law","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005416081,0.0002884566,0.0004659108,0.0001800831,0.00153633,0.00002264699,0.0001426444,0.000191646,0.0000115609],"category_scores_gemma":[0.0001127828,0.0002721212,0.00003526537,0.000224696,0.00002853103,0.0001548321,0.00007208953,0.00110485,0.0000107288],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004893949,"about_ca_system_score_gemma":0.006661135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08614076,"about_ca_topic_score_gemma":0.1335464,"domain_scores_codex":[0.9970998,0.0003615061,0.0006718644,0.0005692996,0.0003725231,0.0009250755],"domain_scores_gemma":[0.9980258,0.0001983819,0.000377403,0.0003584493,0.00013196,0.0009079591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002052976,0.0002631845,0.02577358,0.001026194,0.000009623155,0.000002101519,0.08883867,3.690884e-7,4.792336e-7,0.009103,0.01033918,0.8646231],"study_design_scores_gemma":[0.0008790636,0.0002156711,0.935717,0.0003512078,0.00001551259,0.000007869244,0.01190748,0.000001902114,1.976369e-7,0.0004509276,0.05021919,0.000233911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5555926,0.3107585,0.000005701063,0.1232168,0.001432693,0.001845796,0.00006593476,0.0001407518,0.006941284],"genre_scores_gemma":[0.8678613,0.1016542,0.0002074796,0.02779762,0.002325239,0.000006855454,0.00005072368,0.00003002458,0.00006659959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9099435,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222431389487155,"score_gpt":0.3141873815056207,"score_spread":0.2919630676107491,"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."}}