{"id":"W2073214076","doi":"10.1080/1090102040250105","title":"Creating a transformative learning community: Generating collective knowledge in an early childhood graduate course","year":2004,"lang":"en","type":"article","venue":"Journal of Early Childhood Teacher Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Transformative learning; Psychology; Mathematics education; Pedagogy; Cooperative learning; Teaching method","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007901077,0.0003698566,0.0003011189,0.0009415304,0.006351223,0.00556301,0.00191674,0.00147366,0.004045191],"category_scores_gemma":[0.0121701,0.0002748404,0.0003918333,0.0004079031,0.005727767,0.002978565,0.01049035,0.002322268,0.000633525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765608,"about_ca_system_score_gemma":0.002973654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008565893,"about_ca_topic_score_gemma":0.002230357,"domain_scores_codex":[0.9954745,0.00296113,0.00006138744,0.0003302334,0.0006287356,0.000544089],"domain_scores_gemma":[0.9903554,0.004508562,0.0006686521,0.0008972192,0.0006268939,0.002943245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001857563,0.004039204,0.02246302,0.0002429997,0.00003252774,0.003897672,0.7069582,0.001372095,0.009739159,0.0478469,0.007181434,0.1960411],"study_design_scores_gemma":[0.0002183673,0.002274634,0.02216349,0.0005210611,0.00005592161,0.002406875,0.7061434,0.007089783,0.01401097,0.05667212,0.1882879,0.0001555413],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548506,0.00009859793,0.0168007,0.002417276,0.00007974392,0.0002547881,0.00001098393,0.00007557242,0.02541169],"genre_scores_gemma":[0.9815435,0.0000766924,0.01267613,0.0002043132,0.00002553537,0.00009061901,0.00001548784,0.00001736127,0.005350481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007901077,"threshold_uncertainty_score":0.04178536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606496594996922,"score_gpt":0.3896611690558183,"score_spread":0.333596203105849,"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."}}