{"id":"W2947121621","doi":"10.11575/ajer.v65i1.56453","title":"Access and Equity in Ontario Teacher Education: Teacher Candidates’ Perceptions","year":2017,"lang":"en","type":"article","venue":"University of Calgary","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Equity (law); Representation (politics); Population; Educational equity; Sociology; Political science; Humanities; Pedagogy; Ethnology; Demography; Law","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":[0.003194604,0.000230924,0.000351919,0.001208353,0.01904901,0.005440614,0.001060491,0.001084692,0.00627792],"category_scores_gemma":[0.006895024,0.0003664084,0.0003190186,0.002065661,0.005612258,0.001427014,0.004537844,0.001504241,0.0003446159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04041216,"about_ca_system_score_gemma":0.05885155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497146,"about_ca_topic_score_gemma":0.9744608,"domain_scores_codex":[0.9952198,0.0009137985,0.0001735967,0.0002719514,0.001770604,0.001650277],"domain_scores_gemma":[0.9934015,0.0007318601,0.0007834976,0.0001208379,0.001602584,0.003359677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001118248,0.0001096013,0.144765,0.0001582592,0.0000137796,0.0009551703,0.82587,0.0001053638,0.001414122,0.005507635,0.004079093,0.01691012],"study_design_scores_gemma":[0.000009596415,0.00009134361,0.1488525,0.0001484181,0.00001105059,0.0002257781,0.7997766,0.0001613162,0.0002161242,0.0002710317,0.0501887,0.0000476457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794039,0.000231869,0.0001448805,0.003317147,0.00003482148,0.00004486261,0.00008645243,0.000006197452,0.01672995],"genre_scores_gemma":[0.9927343,0.0002636508,0.00007206621,0.0002237859,0.000007739236,0.0000182806,0.00003212484,0.000006100396,0.006642046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0502854,"threshold_uncertainty_score":0.2932121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215916352764465,"score_gpt":0.3925901301886346,"score_spread":0.2709984949121881,"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."}}