{"id":"W3096589024","doi":"10.1080/13636820.2020.1771088","title":"Fundraising in Ontario colleges: an emerging profession?","year":2020,"lang":"en","type":"article","venue":"Journal of Vocational Education and Training","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Christian Studies","funders":"","keywords":"Political science; Medical education; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006438288,0.00005059519,0.0001055027,0.0001082389,0.0002145314,0.00005692267,0.00008526926,0.00003540542,0.0001538671],"category_scores_gemma":[0.0002330984,0.00005051844,0.00002384437,0.0001940422,0.00003896812,0.0005256618,0.000006907278,0.0002144769,0.000001026703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137151,"about_ca_system_score_gemma":0.002958977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004858903,"about_ca_topic_score_gemma":0.02615323,"domain_scores_codex":[0.9992251,0.00008337601,0.0002671879,0.00008342556,0.0002298398,0.0001110404],"domain_scores_gemma":[0.9994118,0.00006758721,0.0001628326,0.00002563442,0.0001583093,0.0001738922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003922086,0.0001412123,0.1696033,0.00001590981,0.00001316317,0.000002329007,0.746866,0.00004255354,0.000694328,0.02348753,0.0002022903,0.05889211],"study_design_scores_gemma":[0.0004147667,0.00008418786,0.6443381,0.0001799114,0.00001082144,0.00001332868,0.3252201,0.00009862204,0.00001947236,0.001721177,0.02777524,0.000124277],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819462,0.000151143,0.0002357761,0.008820737,0.000557553,0.00006974563,2.636876e-7,0.000007063541,0.008211463],"genre_scores_gemma":[0.9962831,0.00001278243,0.002309514,0.0006187817,0.0005581459,0.000002330844,0.000001867596,0.000005004618,0.0002085282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4747348,"threshold_uncertainty_score":0.9916169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292340234244304,"score_gpt":0.404309139552312,"score_spread":0.2750751161278815,"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."}}