{"id":"W2207955045","doi":"10.55370/hsdialog.v16i3.117","title":"Enhancing Early Childhood (EC) Professionals Knowledge and Practice of Measurement","year":2013,"lang":"en","type":"article","venue":"Dialogues in Social Justice: An Adult Education Journal (The University of North Carolina at Charlotte)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Medical education; Early childhood; Psychology; Knowledge management; Medicine; Computer science; Developmental 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":[0.01175086,0.0001034143,0.0001941498,0.0009887203,0.001124196,0.001266422,0.0004359382,0.0005137192,0.001255941],"category_scores_gemma":[0.03268156,0.0002727099,0.0001162862,0.0007450851,0.0006767468,0.001108952,0.002261845,0.0006534617,0.0001547581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661027,"about_ca_system_score_gemma":0.007549062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01581825,"about_ca_topic_score_gemma":0.03725825,"domain_scores_codex":[0.9953535,0.002582331,0.0003349576,0.0002316231,0.0009731433,0.0005245146],"domain_scores_gemma":[0.9674305,0.02071108,0.003359795,0.001239985,0.004870087,0.002388521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000558606,0.0005197224,0.589847,0.0006190058,0.00001105389,0.0003389692,0.1126134,0.000101762,0.001267497,0.0009443808,0.001864605,0.2918166],"study_design_scores_gemma":[0.0000157441,0.000449565,0.8921301,0.001487341,0.0000183524,0.000774794,0.08876135,0.0003234381,0.001328481,0.0006456697,0.01403735,0.00002771772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990371,0.0007746427,0.0007866987,0.001465259,0.00001222865,0.00007730071,0.00003716491,0.00001359805,0.006462077],"genre_scores_gemma":[0.9926273,0.001221849,0.004871775,0.0002595134,0.0000052717,0.00006799473,0.00002998519,0.000001667518,0.0009145779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01581825,"threshold_uncertainty_score":0.06214523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081940524784289,"score_gpt":0.28943575844039,"score_spread":0.2686163531925472,"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."}}