{"id":"W3048043246","doi":"10.1080/02568543.2020.1773588","title":"Families’ Experiences of a Universal Play-based Early Childhood Program in Nova Scotia: Implications for Policy and Practice","year":2020,"lang":"en","type":"article","venue":"Journal of Research in Childhood Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Dalhousie University; Saint Mary's University","funders":"","keywords":"Psychology; Nova scotia; Early childhood education; Perception; Descriptive statistics; Triangulation; Early childhood; Medical education; Developmental psychology; Content analysis; Quality (philosophy); Pedagogy; Sociology; Social science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001699379,0.0001412696,0.0002257353,0.0004655549,0.008136338,0.002221945,0.0008691687,0.0005843697,0.002946024],"category_scores_gemma":[0.005644512,0.0001892094,0.0001538335,0.0006707944,0.002142755,0.0006822261,0.002657579,0.001088278,0.0001142925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02501482,"about_ca_system_score_gemma":0.03887518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8074077,"about_ca_topic_score_gemma":0.8841211,"domain_scores_codex":[0.9979007,0.0008789254,0.00005659508,0.00008944644,0.0001412913,0.0009329311],"domain_scores_gemma":[0.9953617,0.001208332,0.0005687564,0.00009108898,0.0005466397,0.002223535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000346471,0.0004691639,0.4891851,0.0006300109,0.00005189336,0.01006044,0.4037167,0.0006903638,0.002082753,0.005786082,0.00915363,0.0778273],"study_design_scores_gemma":[0.00001028322,0.0001230281,0.3713345,0.0006325222,0.00001404802,0.0005226387,0.6152622,0.0002004051,0.0001524651,0.0003548345,0.01136715,0.00002603291],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849439,0.0006853067,0.00008042373,0.00660362,0.00002833112,0.00003458358,0.00009137038,0.000004447517,0.007528061],"genre_scores_gemma":[0.997871,0.0004884124,0.00007452384,0.000331611,0.000003797826,0.00002473373,0.00002472072,0.000002144285,0.001179092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1925923,"threshold_uncertainty_score":0.3874529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07549663947153479,"score_gpt":0.4550767429014069,"score_spread":0.3795801034298721,"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."}}