{"id":"W4387343373","doi":"10.1080/13664530.2023.2260353","title":"Changes in the practices in make-believe play situations of one kindergarten teacher participating in an activity-oriented professional development program","year":2023,"lang":"en","type":"article","venue":"Teacher Development","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Action (physics); Professional development; Mathematics education; Action research; Faculty development; Pedagogy; Medical education; Medicine","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":[0.005842983,0.0002072741,0.0002711358,0.0005399804,0.000355631,0.00007457274,0.0003891216,0.0001620155,0.0002123227],"category_scores_gemma":[0.0006915875,0.0001790454,0.00002184119,0.001947494,0.00009953268,0.0003107912,0.0001123504,0.0005051245,0.00004885908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000549076,"about_ca_system_score_gemma":0.002865916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065121,"about_ca_topic_score_gemma":0.1477794,"domain_scores_codex":[0.9961801,0.001032727,0.0006453323,0.0004394311,0.001012512,0.0006898746],"domain_scores_gemma":[0.9988456,0.0002880442,0.0004327827,0.0002124115,0.0001020599,0.0001191091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002020079,0.002305635,0.3931095,0.00001825786,0.00001806004,0.000004803067,0.5027857,0.00001725671,0.00006776331,0.0002094656,0.0001772268,0.1012662],"study_design_scores_gemma":[0.0004961379,0.00003244804,0.9202663,0.0001755164,0.000004234852,3.07363e-7,0.06283427,0.00004916617,0.0003604884,0.00008208172,0.01546335,0.0002357458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884267,0.000023246,0.000008893313,0.007369195,0.0002343603,0.001396141,7.592547e-7,0.0001094291,0.002431308],"genre_scores_gemma":[0.988623,0.00001838031,0.006163704,0.0001644374,0.0000691012,0.002945383,0.00005338231,0.00001931645,0.001943326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5271568,"threshold_uncertainty_score":0.8677714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532144130783364,"score_gpt":0.4267938813480724,"score_spread":0.2735794682697361,"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."}}