{"id":"W4391730053","doi":"10.1007/978-3-031-17299-1_320","title":"Early Childhood Development (ECD)","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002965426,0.0005272474,0.0003076457,0.0007121894,0.001039334,0.002409672,0.0005161306,0.000859782,0.07207657],"category_scores_gemma":[0.0005600084,0.0002042703,0.0001959788,0.001132918,0.0009189703,0.001030487,0.001421661,0.001652191,0.02041992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738284,"about_ca_system_score_gemma":0.002344051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009250044,"about_ca_topic_score_gemma":0.03033642,"domain_scores_codex":[0.9998553,0.00003169532,0.000005871124,0.00002189088,0.00006287733,0.00002232268],"domain_scores_gemma":[0.9998955,0.00004045016,0.000005737183,0.00001234048,0.00002995829,0.0000160578],"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":[0.00001448719,0.00003585707,0.0001807529,0.0002255788,0.000002645944,0.0001406591,0.0009013406,0.0001862963,0.0002629105,0.2397179,0.4500068,0.3083248],"study_design_scores_gemma":[8.643216e-7,0.000004555565,0.0002625912,0.0001847976,9.407784e-7,0.000110551,0.0001199699,0.00001385555,0.00005725979,0.008934079,0.9903085,0.000002138519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002992367,0.03018989,0.00116128,0.001357969,0.001455445,0.00003127126,0.0001974193,0.0000706736,0.9652367],"genre_scores_gemma":[0.006040057,0.03382209,0.002348514,0.001147054,0.0002431062,0.00006734643,0.0002326706,0.00006823087,0.956031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07207657,"threshold_uncertainty_score":0.2411202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695884849942459,"score_gpt":0.2687183001276762,"score_spread":0.2317594516282516,"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."}}