{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00155928,0.000297506,0.0005911425,0.0005578083,0.0009204001,0.0004345881,0.002178787,0.0002119904,0.108675],"category_scores_gemma":[0.0004543394,0.0001915208,0.0001803853,0.001057375,0.000369511,0.002368399,0.0004416509,0.0003952461,0.00009671087],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447988,"about_ca_system_score_gemma":0.00614678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02459961,"about_ca_topic_score_gemma":0.007002336,"domain_scores_codex":[0.9961004,0.000643808,0.001005842,0.0004657204,0.00126952,0.0005147734],"domain_scores_gemma":[0.9971684,0.0003944792,0.0009275433,0.0003828856,0.0006855434,0.0004411424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000689468,0.0007515122,0.6639744,0.00001096616,0.0001135186,0.000001699751,0.042526,3.203381e-7,0.005720278,0.000175386,0.2805233,0.006133685],"study_design_scores_gemma":[0.0004970502,0.00001036856,0.9437724,0.00075968,0.00002958435,0.000001963202,0.004562653,3.794729e-8,0.00135714,0.002385855,0.04629444,0.0003288716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985181,0.000879958,0.00002380109,0.004621654,0.002149265,0.0008086966,0.00004732764,0.00004036577,0.006247917],"genre_scores_gemma":[0.9474973,0.0009946025,0.00021813,0.0007673008,0.0002211031,0.00008528405,0.00001857085,0.00003706953,0.05016063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279798,"threshold_uncertainty_score":0.9994875,"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."}}