{"id":"W2599027981","doi":"10.1007/s11125-017-9395-8","title":"How neuroendocrinology can contribute to early childhood education and care: Cortisol as a supplementary indicator of quality","year":2016,"lang":"en","type":"article","venue":"Prospects","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Early childhood; Early childhood education; Developmental psychology; Psychology; Rating scale; Scale (ratio); Quality (philosophy); Neuroendocrinology; Clinical psychology; Medicine; Internal medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008863513,0.00009174551,0.0001560773,0.00009454034,0.0001891183,0.00005573763,0.0001467044,0.00003392357,0.0001211342],"category_scores_gemma":[0.0003558435,0.00007551409,0.00002492471,0.0001556409,0.0001238367,0.00009368939,0.00005668747,0.00005435356,0.0000161172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367737,"about_ca_system_score_gemma":0.001474178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004436661,"about_ca_topic_score_gemma":0.003549005,"domain_scores_codex":[0.9988832,0.0001096498,0.0001881834,0.0002651865,0.0002629505,0.0002907632],"domain_scores_gemma":[0.9992714,0.00006184473,0.0001325238,0.0001508861,0.0001345113,0.0002488521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001353303,0.0001758823,0.7654014,0.00001209261,0.00002653436,0.000001220944,0.1210052,7.472774e-9,0.0008015574,0.04966361,0.001986859,0.06091215],"study_design_scores_gemma":[0.0004280966,0.000163372,0.9675919,0.00002028721,0.000008085527,0.000002084827,0.00782956,1.502913e-9,0.003425977,0.002016173,0.01839884,0.0001156689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380455,0.000232619,0.00001091956,0.05985454,0.0003945308,0.0006876994,0.00006666406,0.00002920592,0.0006783056],"genre_scores_gemma":[0.9974215,0.0001539648,0.0003140418,0.001140262,0.0001384686,0.00007425699,0.00001147008,0.000007693416,0.000738333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021905,"threshold_uncertainty_score":0.6706934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058213400173812,"score_gpt":0.293603577698989,"score_spread":0.2830214436972509,"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."}}