{"id":"W2355197790","doi":"","title":"Higher Education in Canada: Challenges and Tendency of Development","year":2003,"lang":"en","type":"article","venue":"Meitan Higher Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Mathematics education; Political science; Pedagogy; Engineering ethics; Sociology; Public relations; Psychology; Engineering","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":[0.003607622,0.0002268078,0.000315222,0.00221088,0.0118865,0.007541079,0.001735214,0.001343555,0.004701183],"category_scores_gemma":[0.008504136,0.0002598731,0.0002778023,0.006682607,0.004227039,0.001747673,0.004719934,0.002209976,0.0002966928],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0893219,"about_ca_system_score_gemma":0.2699537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784178,"about_ca_topic_score_gemma":0.9857848,"domain_scores_codex":[0.9938236,0.0006214472,0.0001567529,0.0003535469,0.002268233,0.002776329],"domain_scores_gemma":[0.9848776,0.001086725,0.0008053962,0.0002714183,0.007164619,0.005794223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001854812,0.0002084911,0.2572338,0.0005882081,0.00004973086,0.001357289,0.09924214,0.001001476,0.001827812,0.1322811,0.05519485,0.4508296],"study_design_scores_gemma":[0.0000207143,0.0001203785,0.4752606,0.0005048184,0.00001873374,0.0004344927,0.135101,0.001198369,0.0007847003,0.005507357,0.3809469,0.000101852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6795214,0.01057747,0.001450696,0.1725749,0.0004454436,0.0001814011,0.001127563,0.0001578735,0.1339632],"genre_scores_gemma":[0.9809842,0.00266359,0.000807119,0.00191295,0.00002375306,0.00001773752,0.000171095,0.00001679191,0.01340282],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9106781,"threshold_uncertainty_score":0.6480787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05504745721854464,"score_gpt":0.3287780822275242,"score_spread":0.2737306250089796,"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."}}