{"id":"W1983155956","doi":"10.1353/pla.2007.0041","title":"Finding Time for Scholarship: A Survey of Canadian Research University Librarians","year":2007,"lang":"en","type":"article","venue":"portal Libraries and the Academy","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Survey research; Library science; Political science; Sociology; Medical education; Public relations; Psychology; Medicine; Computer science; Law; Socioeconomics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004916393,0.0001660901,0.0004710565,0.005025907,0.006516674,0.002841839,0.001409033,0.0007859295,0.004100772],"category_scores_gemma":[0.01775121,0.0003379635,0.0002842942,0.01092426,0.001480128,0.001281626,0.001733204,0.000656831,0.0008244538],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01890138,"about_ca_system_score_gemma":0.03606697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9161568,"about_ca_topic_score_gemma":0.9523422,"domain_scores_codex":[0.9931189,0.001082385,0.0005056341,0.0002986677,0.003383311,0.001611053],"domain_scores_gemma":[0.9806753,0.002483329,0.002630594,0.0003153081,0.009207329,0.004688154],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002126902,0.0002294128,0.7519671,0.0006570113,0.00005052267,0.0004262898,0.1050567,0.00006034323,0.0007360295,0.0006113014,0.02293229,0.1170603],"study_design_scores_gemma":[0.00001080869,0.0001228398,0.8141049,0.0001958978,0.00002209979,0.0001656849,0.1503685,0.00008564941,0.0001748798,0.00006874646,0.03463348,0.00004652895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812977,0.002085065,0.0001290633,0.002925624,0.0000330564,0.000123334,0.001058403,0.00003115511,0.01231654],"genre_scores_gemma":[0.9893477,0.002794468,0.000468996,0.001575732,0.00002301314,0.00007575216,0.0006305253,0.00002610139,0.005057721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9950836,"threshold_uncertainty_score":0.1686739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3120017948446834,"score_gpt":0.4380186511447424,"score_spread":0.126016856300059,"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."}}