{"id":"W7047313807","doi":"","title":"The Foundation and Building Blocks of Inclusive and Equitable Classrooms in STEM","year":2023,"lang":"en","type":"report","venue":"K-State Research Exchange (Kansas State University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Equity (law); Inclusion (mineral); Globe; Underrepresented Minority; Attrition; Diversity (politics); Face (sociological concept); Curriculum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01666695,0.0005110165,0.000664523,0.001614776,0.0122242,0.0213503,0.002284252,0.005515467,0.01039748],"category_scores_gemma":[0.02561464,0.0006257825,0.0007329363,0.001120924,0.0355563,0.02536373,0.02550755,0.01208714,0.001984975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00650357,"about_ca_system_score_gemma":0.01904082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004119737,"about_ca_topic_score_gemma":0.005575398,"domain_scores_codex":[0.9871557,0.007732538,0.0005202832,0.0009681726,0.002236615,0.001386804],"domain_scores_gemma":[0.9765761,0.01402076,0.001319769,0.002169133,0.001736438,0.004177693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003309575,0.0001934696,0.002885911,0.0005626865,0.00001496403,0.0003404228,0.05428508,0.0005969992,0.0006575909,0.8177385,0.009648513,0.1130428],"study_design_scores_gemma":[0.00002549573,0.0001479495,0.00667349,0.003165236,0.00002664631,0.0003432352,0.03901751,0.0008588884,0.001171722,0.7198392,0.2286616,0.00006906461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0972249,0.01747509,0.09430733,0.3856225,0.003125987,0.0005285555,0.0001478227,0.0004840995,0.4010836],"genre_scores_gemma":[0.8878693,0.01189021,0.06815643,0.01273899,0.001369294,0.000686468,0.00008960607,0.0002437902,0.0169559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0213503,"threshold_uncertainty_score":0.0881443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08896121675639079,"score_gpt":0.355804338501034,"score_spread":0.2668431217446433,"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."}}