{"id":"W2589542420","doi":"","title":"Babysitter or professional? Perceptions of professionalism narrated by Ontario early childhood educators","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara; Brock University","funders":"","keywords":"Perception; Professional development; Mathematics education; Faculty development; Early childhood education; Pedagogy; Qualitative research; Early childhood; Psychology; Semi-structured interview; Sociology; Developmental psychology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002010479,0.0001732728,0.0002392519,0.0007172795,0.004776211,0.002209287,0.0005190861,0.0006074358,0.001643825],"category_scores_gemma":[0.008291649,0.0002555677,0.0001368599,0.0007075669,0.003339421,0.0006266593,0.001689666,0.0009417537,0.0001291307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00981141,"about_ca_system_score_gemma":0.009180095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.552855,"about_ca_topic_score_gemma":0.7397155,"domain_scores_codex":[0.9985955,0.0005576052,0.00006700583,0.00008637318,0.0003851197,0.0003083438],"domain_scores_gemma":[0.9934008,0.002434468,0.001527437,0.0001215557,0.001097653,0.00141817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004001386,0.00001530431,0.04232533,0.00003998262,0.000002683659,0.0004523835,0.9530289,0.00001266143,0.0005398132,0.0001600367,0.000493262,0.002889755],"study_design_scores_gemma":[0.000002464514,0.000038429,0.06328046,0.00007104105,0.000004914841,0.0001727293,0.9295266,0.00003232502,0.0001993602,0.00004134949,0.00661726,0.000013053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996578,0.0001590187,0.00005512923,0.0005670639,0.00001190414,0.000008275369,0.00002591562,0.000002954991,0.00259175],"genre_scores_gemma":[0.9983906,0.0001736213,0.00004696628,0.00008184091,0.000004464053,0.000005335781,0.00001338927,0.000002265448,0.001281569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447145,"threshold_uncertainty_score":0.8995566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674499771568087,"score_gpt":0.5448412662346004,"score_spread":0.3773912890777916,"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."}}