{"id":"W2295606941","doi":"","title":"A Handbook for Ontario J/I Pre-Service Teachers Developing Inclusive Pedagogy: Understanding Pre-Service Teachers' Thoughts and Feelings About Diversity","year":2014,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Diversity (politics); Pedagogy; Service (business); Sociology; Teacher education; Service-learning; Psychology; Social psychology; Anthropology; Business","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00005236885,0.0004369142,0.0004607262,0.0004636396,0.007867048,0.0004031515,0.0009998588,0.0004150938,0.000004709025],"category_scores_gemma":[0.0001927385,0.0005512849,0.000185987,0.0009376215,0.0002893773,0.002743625,0.002258645,0.000500548,0.000007045875],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006786339,"about_ca_system_score_gemma":0.001293705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0359196,"about_ca_topic_score_gemma":0.5043359,"domain_scores_codex":[0.9971315,0.0004004771,0.0002507425,0.0009019375,0.0006137438,0.0007015753],"domain_scores_gemma":[0.9977142,0.00050649,0.0003690328,0.0003331645,0.0005897146,0.000487393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003818786,0.000711721,0.5403571,0.0004658431,0.0010065,0.0001178646,0.3888504,0.0007150518,0.005814823,0.01061352,0.04238971,0.005138699],"study_design_scores_gemma":[0.002513108,0.0002411188,0.01145264,0.0003782928,0.0002906704,0.000009553655,0.245947,0.00005614834,0.0001083429,0.0009388382,0.7370715,0.0009928268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974097,0.00008312005,0.05537282,0.0001920299,0.0004215871,0.001014231,0.00004551671,0.0004796851,0.0449813],"genre_scores_gemma":[0.6830748,0.00005490976,0.001178456,0.0002591754,0.0002761717,7.03963e-7,0.00003900213,0.00003735035,0.3150794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6946818,"threshold_uncertainty_score":0.9996939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475281287619779,"score_gpt":0.2581370660536916,"score_spread":0.2333842531774938,"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."}}