{"id":"W2802503519","doi":"10.12968/eyed.2018.20.2.35","title":"What we can learn from the happiest countries","year":2018,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Psychology; Medical education; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010193,0.001304544,0.001391658,0.002147446,0.01433436,0.02201379,0.00187255,0.00463344,0.03628223],"category_scores_gemma":[0.02408631,0.0004478039,0.0009433738,0.002545587,0.008377145,0.01957837,0.01311886,0.009351449,0.009526615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008534452,"about_ca_system_score_gemma":0.03986989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09216832,"about_ca_topic_score_gemma":0.1777397,"domain_scores_codex":[0.9913744,0.003178556,0.0003352433,0.000441541,0.001129318,0.003540863],"domain_scores_gemma":[0.9748208,0.003204576,0.001181864,0.001590427,0.007089567,0.01211273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001653736,0.0002386634,0.0172057,0.001913115,0.0001515678,0.001205136,0.04000022,0.0002742423,0.0007658633,0.07032111,0.6636107,0.2041482],"study_design_scores_gemma":[0.00002871212,0.00008572516,0.01076181,0.00336632,0.00005430689,0.0002544702,0.1003163,0.00003122906,0.000309489,0.02798207,0.8567173,0.00009228315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02416556,0.03671272,0.001351386,0.7700446,0.01550046,0.00006559978,0.00118065,0.0003289145,0.1506501],"genre_scores_gemma":[0.431071,0.07062931,0.01072892,0.3730387,0.005426305,0.0003443364,0.001910186,0.0006700893,0.1061812],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09216832,"threshold_uncertainty_score":0.1832637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08814895079628213,"score_gpt":0.3658903472329225,"score_spread":0.2777413964366404,"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."}}