{"id":"W7033661736","doi":"","title":"Shannon Dicker on Professional Learning for Culturally Nourishing Pedagogies: Limitations, Applications, and Next Steps","year":2023,"lang":"en","type":"other","venue":"WinnSpace (University of Winnipeg)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Traditional knowledge; Professional learning community; Culturally appropriate; Indigenous education; Professional development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001114107,0.0001926041,0.0002745958,0.00005378061,0.0003920457,0.00003721336,0.0002329519,0.00025209,0.0001712537],"category_scores_gemma":[0.00003705193,0.0001090839,0.0001161777,0.0002148504,0.00009145493,0.0001383297,0.0001049053,0.0002092545,0.00004806395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002744779,"about_ca_system_score_gemma":0.00001782336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001344149,"about_ca_topic_score_gemma":0.002815626,"domain_scores_codex":[0.9990616,0.00003800317,0.00009372397,0.0003892623,0.0001988525,0.000218598],"domain_scores_gemma":[0.9992381,0.0002905942,0.0002475314,0.00006968916,0.00007146952,0.00008258418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002480569,0.0003419491,0.00875929,0.0005225529,0.0003002701,0.00002893233,0.005171945,0.00005081104,0.014175,0.002079396,0.7442762,0.2240456],"study_design_scores_gemma":[0.0002255968,0.0001653864,0.008677681,0.0003106483,0.0000451475,0.000001535308,0.009596718,0.000066979,0.00001355074,0.00004931168,0.9805936,0.0002538982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5561292,0.007005474,0.001093393,0.08414558,0.002231382,0.01359932,0.004776775,0.006084852,0.324934],"genre_scores_gemma":[0.02862468,0.001908258,0.001844552,0.0001295416,0.0007372993,0.00002027434,0.0006683173,0.00004674985,0.9660203],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6410863,"threshold_uncertainty_score":0.4448311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04424277405921638,"score_gpt":0.2358011335144964,"score_spread":0.19155835945528,"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."}}