{"id":"W6986982856","doi":"","title":"Representing the Promotional University: Undergraduate Student Recruitment Strategies in Ontario, 1997- 2007","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Rhetorical question; Institution; Work (physics); Gloss (optics); Balance (ability)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005495225,0.0002339767,0.0001715839,0.0001251622,0.0004670181,0.0001675487,0.0007179509,0.00009684399,0.0003259318],"category_scores_gemma":[0.00001170472,0.0002320546,0.00009225552,0.0004101266,0.0002304362,0.001874932,0.0004092083,0.000563916,0.0002243096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003219937,"about_ca_system_score_gemma":0.0001011243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711766,"about_ca_topic_score_gemma":0.1589652,"domain_scores_codex":[0.9978796,0.0003428484,0.0002099139,0.0005944688,0.0004949766,0.0004782278],"domain_scores_gemma":[0.999173,0.00005848244,0.0001386744,0.0004650033,0.00001249682,0.0001522869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005487175,0.0004152185,0.995702,0.000004618536,0.00001476962,0.0001545611,0.001581937,0.001048983,0.00014535,0.0002770512,0.000005050993,0.0005955627],"study_design_scores_gemma":[0.0005114931,0.0001303241,0.9851663,0.00003659175,0.00003046149,0.0000133742,0.004165035,6.640236e-7,0.0001138571,0.001666264,0.007918444,0.0002471535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941921,0.00001171837,0.0001031441,0.002523503,0.0001325209,0.0007004186,0.000003224711,0.00004942467,0.002283972],"genre_scores_gemma":[0.9840565,0.00001899361,0.00004523452,0.0001996075,0.00002404476,0.000001331927,0.00002217689,0.000009988269,0.01562212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1572534,"threshold_uncertainty_score":0.9462911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09468571794498246,"score_gpt":0.3200253085101951,"score_spread":0.2253395905652126,"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."}}