{"id":"W2915135885","doi":"10.18357/jcs.v44i1.18775","title":"Exploring early childhood educators’ notions about professionalism in Prince Edward Island","year":2019,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Early childhood; Early childhood education; Sociocultural evolution; Professional learning community; Pedagogy; Thematic analysis; Curriculum; Professional development; Variety (cybernetics); Sociology; Qualitative research; Psychology; Social science; Developmental psychology; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316358,0.0002076367,0.0004969951,0.0004281924,0.000454988,0.0000893482,0.0003889805,0.00007632634,0.0001214089],"category_scores_gemma":[0.0006770808,0.000170769,0.0001707252,0.000604054,0.0001171232,0.0009850835,0.0001000992,0.0005588383,0.0001120543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836757,"about_ca_system_score_gemma":0.001882371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001032464,"about_ca_topic_score_gemma":0.000439244,"domain_scores_codex":[0.997446,0.0002415691,0.0007869714,0.0002368383,0.0008381844,0.0004504478],"domain_scores_gemma":[0.9984282,0.000263767,0.0005066213,0.0001829275,0.0004490146,0.0001694373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001222541,0.0006525507,0.3019776,0.00001852162,0.0002302104,0.000006924683,0.6852369,0.00002694218,0.000007027949,0.002280122,0.002556958,0.006994009],"study_design_scores_gemma":[0.0006770421,0.00007510977,0.907742,0.0006168223,0.00001929206,0.000008437274,0.07464803,4.195975e-8,0.00003017926,0.001475462,0.01450714,0.0002004534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778536,0.003802496,0.000003731614,0.008751499,0.004241266,0.0003919037,0.000002661986,0.00002489864,0.004927939],"genre_scores_gemma":[0.9929085,0.003896988,0.0004862844,0.000446598,0.000965981,0.00002317979,0.000001002644,0.0000197455,0.001251768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6105888,"threshold_uncertainty_score":0.6963757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06488731802317094,"score_gpt":0.347680625187253,"score_spread":0.2827933071640821,"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."}}