{"id":"W6992583231","doi":"","title":"Meeting the hhallenges of globalization while preserving institutional singularity : the case of Quebec CEGEPs","year":2018,"lang":"en","type":"book-chapter","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Globalization; Singularity; Government (linguistics); Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264726,0.0005041855,0.0003714947,0.0008130016,0.0349917,0.01114064,0.002005073,0.004459717,0.01740472],"category_scores_gemma":[0.002603871,0.0003077407,0.0003099065,0.001914799,0.01596093,0.003952335,0.006166711,0.003818236,0.0007421199],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05689987,"about_ca_system_score_gemma":0.05098612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9643449,"about_ca_topic_score_gemma":0.9858327,"domain_scores_codex":[0.9980883,0.0004994683,0.00001527885,0.0001189698,0.0001768216,0.001101204],"domain_scores_gemma":[0.9991218,0.0002013383,0.00006401603,0.00005318343,0.0001765861,0.0003830185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006015339,0.00006648691,0.00666481,0.00009077956,0.00002269549,0.00527472,0.4175574,0.0006612133,0.0004380192,0.4663454,0.06030379,0.04251455],"study_design_scores_gemma":[0.00001942244,0.00002920785,0.01177501,0.0003298459,0.00002347646,0.0007904179,0.4744782,0.0006539238,0.0003133466,0.01911984,0.4924139,0.00005344296],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4813689,0.004329639,0.001726605,0.04495551,0.0003882131,0.00009064725,0.0001472789,0.0000482217,0.466945],"genre_scores_gemma":[0.9128125,0.0008834035,0.0004495276,0.002237629,0.0000257613,0.00003272754,0.00002864241,0.00002717336,0.08350268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9431002,"threshold_uncertainty_score":0.4128394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154804129832045,"score_gpt":0.208755180634244,"score_spread":0.1932747676510395,"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."}}