{"id":"W2123274179","doi":"","title":"The Future Fiscal Needs of Ontario's College System: Total Resource Development and Strategic Philanthropy.","year":2014,"lang":"en","type":"article","venue":"The College Quarterly","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Higher education; Strategic planning; Resource (disambiguation); Economic growth; Business; Public relations; Political science; Public administration; Economics; Marketing","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":[0.001162373,0.0001869162,0.0001482953,0.0006759801,0.007403554,0.00480534,0.0007953816,0.001537698,0.01431012],"category_scores_gemma":[0.004625097,0.0002391399,0.0002366781,0.001869112,0.001395902,0.001688913,0.0018419,0.001285653,0.000900944],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07299054,"about_ca_system_score_gemma":0.2176891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767041,"about_ca_topic_score_gemma":0.9963918,"domain_scores_codex":[0.9985966,0.0001438973,0.00004603109,0.00003330403,0.0003754339,0.000804658],"domain_scores_gemma":[0.994474,0.0003525469,0.0003185656,0.0000536149,0.001439153,0.003362119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000338623,0.0001123323,0.1463706,0.0008086299,0.000057396,0.001096237,0.01660954,0.001235618,0.001183824,0.06902386,0.6404246,0.1227387],"study_design_scores_gemma":[0.00005058166,0.00004747694,0.3119399,0.000696035,0.00005051037,0.0002316024,0.06036837,0.0007223897,0.0002901644,0.006559943,0.6189747,0.00006839327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2286556,0.01336954,0.000338322,0.6162966,0.0009904337,0.0001151209,0.007282498,0.00006498533,0.1328869],"genre_scores_gemma":[0.8857545,0.01042363,0.0009396253,0.01088683,0.0002974122,0.00006681085,0.001764912,0.0000427753,0.08982345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9270095,"threshold_uncertainty_score":0.529586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154028381680873,"score_gpt":0.2812579806011429,"score_spread":0.2658551424330556,"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."}}