{"id":"W4392054472","doi":"10.1007/978-3-031-21155-3_60","title":"Portraits of Our Practice: Using Black Canadian Feminist Theorizing to Reflect on STEM Curriculum Research and Practice","year":2024,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Portrait; Curriculum; Sociology; Gender studies; Pedagogy; Art history; History","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":[],"consensus_categories":[],"category_scores_codex":[0.001927058,0.0001365658,0.0001646591,0.0008187591,0.0002234597,0.0001463267,0.0002933391,0.0001656129,0.0000601563],"category_scores_gemma":[0.0007646193,0.0001537787,0.00005413778,0.00009862185,0.0001535422,0.0002234617,0.000122724,0.0003230037,0.00004060505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029579,"about_ca_system_score_gemma":0.003071036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05106489,"about_ca_topic_score_gemma":0.02151497,"domain_scores_codex":[0.9981204,0.00005169744,0.0002854523,0.0003347652,0.001010857,0.0001968818],"domain_scores_gemma":[0.9972907,0.0003108669,0.0002640848,0.0001401767,0.001791763,0.0002024673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009308849,0.00006570412,0.0003261358,0.00006017609,0.0001637922,0.000009949741,0.0163011,0.000002809131,0.00008469223,0.9726886,0.006476454,0.00372755],"study_design_scores_gemma":[0.000100037,0.0001064846,0.0001396475,0.001964739,0.0001041856,0.000009307914,0.0460622,0.000003728279,0.0002342803,0.01322457,0.9377779,0.0002729539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006234031,0.0002468149,0.000004929331,0.004467996,0.002179702,0.0003795133,0.00005129344,0.0000116633,0.986424],"genre_scores_gemma":[0.6315704,0.0002286531,0.001794128,0.0003234179,0.001056405,0.000007772798,0.00002915097,0.00003412239,0.364956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.959464,"threshold_uncertainty_score":0.9963399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496590099539056,"score_gpt":0.4540467756182449,"score_spread":0.3043877656643392,"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."}}