{"id":"W2762925907","doi":"10.5206/cie-eci.v46i2.9317","title":"OISE-CIDEC-CIESC 50-year relationship: Lessons learned in leadership, mentorship, partnerships, identity and innovation","year":2017,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Formative assessment; Mentorship; Identity (music); Sociology; Media studies; Management; Public relations; Political science; Pedagogy; Law; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003518425,0.0001382064,0.0002056106,0.0009550711,0.0006889397,0.001616416,0.0008861236,0.00008814978,0.000196986],"category_scores_gemma":[0.007225888,0.0001193977,0.00003209699,0.0006736179,0.0005467979,0.003860112,0.0002031866,0.0003809681,0.0001191814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145097,"about_ca_system_score_gemma":0.000289351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001142788,"about_ca_topic_score_gemma":0.0004123214,"domain_scores_codex":[0.9974402,0.0002528044,0.0005463981,0.0005561344,0.0009732894,0.0002311855],"domain_scores_gemma":[0.9976838,0.0006360125,0.0004458753,0.0003761355,0.0007408714,0.0001172772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000470685,0.00008204614,0.5374697,0.000004720973,0.0000088778,3.131404e-7,0.003010643,0.000008201862,0.0005470453,0.4355274,0.01159992,0.01169402],"study_design_scores_gemma":[0.0003052615,0.00002281958,0.7593808,0.00004240549,0.000003057209,0.000002315516,0.009020447,0.00079132,0.0001918558,0.2013483,0.02876805,0.0001233305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411958,0.0004457243,0.0007209891,0.03475813,0.0008540888,0.0002263276,0.000009144391,0.00001346614,0.02177631],"genre_scores_gemma":[0.9753267,0.0001154173,0.0003495465,0.0002579867,0.0001913907,0.00003407277,0.00002673899,0.000004923958,0.02369322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2341791,"threshold_uncertainty_score":0.99942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8242692525246629,"score_gpt":0.6046640841245188,"score_spread":0.2196051684001441,"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."}}