{"id":"W4385876493","doi":"10.1177/18369391231194374","title":"Feasibility and initial psychometric properties of the observe, reflect, improve children’s learning tool (ORICL) for early childhood services: A tool for building capacity in infant and toddler educators","year":2023,"lang":"en","type":"article","venue":"Australasian Journal of Early Childhood","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Charles Sturt University","keywords":"Toddler; Early childhood education; Psychology; Early childhood; Scale (ratio); Rating scale; Child care; Developmental psychology; Quality (philosophy); Pedagogy; Medical education; Nursing; Medicine","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":[0.002051753,0.0002906903,0.0005247875,0.0005858103,0.0006126782,0.0002850222,0.0004819964,0.0002057473,0.00001867149],"category_scores_gemma":[0.001505287,0.0002246981,0.0002446908,0.001480614,0.0002360309,0.0008005352,0.00008806125,0.0006135038,0.000001187035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516925,"about_ca_system_score_gemma":0.001156163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005438108,"about_ca_topic_score_gemma":0.000312664,"domain_scores_codex":[0.9971406,0.0002537333,0.001005246,0.0004214412,0.0005427632,0.0006362555],"domain_scores_gemma":[0.9981347,0.0002695035,0.0007722902,0.0002322443,0.0003611188,0.0002301771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008976599,0.0003110886,0.8648552,0.00009564927,0.0001463209,5.134847e-7,0.1229276,0.00001356279,0.0002555256,0.0003402999,0.0001228996,0.01084161],"study_design_scores_gemma":[0.001905951,0.0004864146,0.98798,0.0004314344,0.0000586332,0.00001668247,0.006661101,0.000001736738,0.0004843904,0.00152055,0.0001798264,0.000273259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962233,0.0002642468,0.00001091419,0.0009537025,0.0006373787,0.001759815,0.00006718531,0.00003226096,0.00005119452],"genre_scores_gemma":[0.9976918,0.0001275926,0.001417143,0.0001010057,0.0004823843,0.00006177698,0.000004901645,0.00003480469,0.00007862649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231249,"threshold_uncertainty_score":0.9162922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957079811253674,"score_gpt":0.3068390743616179,"score_spread":0.2572682762490812,"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."}}