{"id":"W1569361884","doi":"10.1177/183693911303800103","title":"So What Happens after the Event? Exploring the Realisation of Professional Development with Early Childhood Educators","year":2013,"lang":"en","type":"article","venue":"Australasian Journal of Early Childhood","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Realisation; Early childhood; Professional development; Early childhood education; Project commissioning; Pedagogy; Teacher education; Psychology; Public relations; Publishing; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370676,0.0002800419,0.0003193148,0.0002111542,0.0009933417,0.0006776024,0.000787547,0.0001024237,0.0005246056],"category_scores_gemma":[0.0001313454,0.0001545819,0.0001787441,0.0005775156,0.0004391331,0.002436327,0.00006395645,0.000682723,0.00008261771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428454,"about_ca_system_score_gemma":0.004139059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004002728,"about_ca_topic_score_gemma":0.0002267473,"domain_scores_codex":[0.9965255,0.0003931534,0.0009576172,0.0002461554,0.001317485,0.0005601002],"domain_scores_gemma":[0.9976913,0.0001908916,0.0008946214,0.0003306346,0.0005427501,0.0003497858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004065435,0.0006112477,0.1070545,0.000008000139,0.0003003236,0.000004559483,0.8288428,0.00001821381,0.00001177089,0.000955303,0.001765243,0.0603874],"study_design_scores_gemma":[0.0004116466,0.0001716737,0.9083421,0.0005039197,0.00004284785,0.00003340427,0.08582892,5.205078e-8,0.0002046057,0.0005990189,0.003667365,0.0001944078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813684,0.0002523184,0.00002223247,0.01520948,0.001811177,0.0007734621,0.000001593546,0.0000187364,0.0005425939],"genre_scores_gemma":[0.9969971,0.0001563979,0.0008764888,0.0003805685,0.0007284334,0.00009469697,0.000003094807,0.00003213857,0.000731124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8012877,"threshold_uncertainty_score":0.7640081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796529059655147,"score_gpt":0.2633238218856609,"score_spread":0.2453585312891095,"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."}}