{"id":"W1509486463","doi":"","title":"MAKING A DIFFERENCE IN THE LIVES OF YOUNG CHILDREN: A CRITICAL ANALYSIS OF A PEDAGOGICAL DISCOURSE FOR MOTIVATING YOUNG WOMEN TO BECOME EARLY CHILDHOOD EDUCATORS","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Humanities; Ideology; Identity (music); Sociology; Pedagogy; Political science; Politics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001730016,0.0001428984,0.0003757154,0.001534301,0.0004241748,0.00006891153,0.0005333082,0.00007873649,0.00009370194],"category_scores_gemma":[0.005080124,0.0001369495,0.000156923,0.001962024,0.0002250638,0.0002240309,0.000007438104,0.0002158264,7.198132e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014203,"about_ca_system_score_gemma":0.01927503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06834441,"about_ca_topic_score_gemma":0.473167,"domain_scores_codex":[0.9979258,0.0002866935,0.0007547282,0.0002162655,0.0001990531,0.0006174212],"domain_scores_gemma":[0.9973001,0.0004068554,0.000480248,0.0002304029,0.0007614387,0.0008209151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003534949,0.0001185812,0.3588149,0.000009726056,0.00005473828,7.590667e-7,0.6369548,0.00002903394,0.000007109664,0.002830845,0.0001136887,0.001062303],"study_design_scores_gemma":[0.00006840615,0.00006757733,0.6699833,0.0001075035,0.00007520495,0.00003365927,0.3289729,0.000003128058,0.000003742851,0.0005173113,0.00007060936,0.00009673805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935077,0.0001402336,0.0001860396,0.00417946,0.001088234,0.0004117471,0.00002816442,0.000002807044,0.0004556001],"genre_scores_gemma":[0.9976811,0.000015746,0.001263661,0.0003557699,0.0004025477,0.00007276846,0.00001543594,0.00001273959,0.0001801706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4048226,"threshold_uncertainty_score":0.9862848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07686124953653989,"score_gpt":0.3595159762464362,"score_spread":0.2826547267098963,"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."}}