{"id":"W2354381056","doi":"","title":"Scientic Research and Management in Canada Universities Viewed from York University","year":2006,"lang":"en","type":"article","venue":"R and D Management","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); China; Political science; Management; Public administration; Sociology; Library science; Computer science; Law; Economics","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":[0.002305518,0.00009330281,0.000149461,0.0007254204,0.0004562463,0.0002617707,0.0007106647,0.00002297627,0.00009876648],"category_scores_gemma":[0.00001363259,0.00007958651,0.00001750262,0.001647828,0.000374661,0.0002806352,0.0008873109,0.0001449877,0.00002568421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004500937,"about_ca_system_score_gemma":0.0001496199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6719678,"about_ca_topic_score_gemma":0.6591736,"domain_scores_codex":[0.9967842,0.0001781968,0.0001965006,0.000600752,0.001792189,0.0004481654],"domain_scores_gemma":[0.9991398,0.0003029866,0.00003962363,0.0003095764,0.00006979863,0.0001381907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001957854,0.0001655268,0.1462201,0.0001431169,0.00007479596,0.002042163,0.001107956,0.0005772493,0.00006855182,0.4788682,0.2759822,0.09455432],"study_design_scores_gemma":[0.0007516582,0.00002307562,0.5531427,0.00004714063,0.00000905955,7.196585e-7,0.04181398,0.001570387,0.0000197714,0.02789116,0.3745685,0.00016183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8547481,0.0004743489,0.000163933,0.001326839,0.0001206609,0.0003450285,0.00001472553,0.00001005556,0.1427964],"genre_scores_gemma":[0.9630027,0.0009647126,0.0003799641,0.00007296961,0.00001915934,0.000001548147,0.000002721294,0.000002933481,0.03555329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.450977,"threshold_uncertainty_score":0.3509124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179892566283752,"score_gpt":0.3607020917193213,"score_spread":0.2427128350909461,"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."}}