{"id":"W1904230916","doi":"10.21083/partnership.v9i2.3037","title":"A “Partnership” for the Professional Development of Librarian Researchers","year":2014,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"Concordia University; Canadian Association of Research Libraries; McGill University; Association of Research Libraries","keywords":"General partnership; Professional development; Sociology; Engineering ethics; Library science; Political science; Public relations; Pedagogy; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06868836,0.0007365706,0.0008787782,0.003040401,0.01922499,0.02074514,0.003556331,0.01062417,0.01366854],"category_scores_gemma":[0.06717669,0.001118975,0.0008210306,0.003494036,0.02041135,0.01379888,0.03589028,0.01449557,0.008172362],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059584,"about_ca_system_score_gemma":0.133228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0161947,"about_ca_topic_score_gemma":0.0286139,"domain_scores_codex":[0.8905073,0.06750375,0.003121839,0.005783913,0.02175856,0.01132469],"domain_scores_gemma":[0.805118,0.02140697,0.006893148,0.01329256,0.02996846,0.1233209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00010558,0.0003248813,0.003049676,0.0004971023,0.00004881981,0.0009596329,0.0505196,0.0002628581,0.001597489,0.4125919,0.378534,0.1515084],"study_design_scores_gemma":[0.00002245252,0.00004890191,0.0007133626,0.0002644694,0.000004681303,0.0005363689,0.01041744,0.0001422117,0.0001238965,0.01702311,0.970674,0.00002917252],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01401377,0.01403878,0.07442535,0.6167856,0.02098804,0.001325025,0.0001624869,0.001021662,0.2572392],"genre_scores_gemma":[0.3986941,0.01044512,0.1449566,0.1566745,0.006394438,0.002807616,0.0003954726,0.0008640563,0.2787681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894041,"threshold_uncertainty_score":0.3632631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414072452287456,"score_gpt":0.4142316280715551,"score_spread":0.2728243828428095,"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."}}