{"id":"W7036243004","doi":"","title":"Analyses of Mentoring Expectations, Activities and Support in Canadian Academic Libraries","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Academic library; Work (physics); Higher education; Professional development; Career development","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":[0.004282208,0.0002251622,0.0002988846,0.004214371,0.009329768,0.003776278,0.001232561,0.0005977147,0.004020282],"category_scores_gemma":[0.02534584,0.0002882913,0.0003382447,0.004220881,0.001740063,0.001147215,0.002959485,0.0008830837,0.0003533968],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03243589,"about_ca_system_score_gemma":0.0428047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9104441,"about_ca_topic_score_gemma":0.952666,"domain_scores_codex":[0.9961441,0.0006322328,0.0001778255,0.0001271837,0.001493165,0.001425616],"domain_scores_gemma":[0.9813436,0.003241163,0.002457178,0.0002402191,0.005924679,0.006793102],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002893618,0.000344405,0.7526675,0.0001716405,0.00002315975,0.0004359275,0.1683408,0.0001965227,0.0007565412,0.001495468,0.004841203,0.07043742],"study_design_scores_gemma":[0.000006863268,0.00009641978,0.8387682,0.00006387257,0.000008732206,0.00009577789,0.1514354,0.0002178696,0.0002511575,0.0001069889,0.008901713,0.00004701572],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934534,0.0001562084,0.00006980197,0.0006031969,0.000008461723,0.00003363404,0.0001457605,0.00001285638,0.00551674],"genre_scores_gemma":[0.9969895,0.0001919159,0.0001142087,0.0001312458,0.000007600207,0.00002358602,0.0001092298,0.000005930535,0.002426827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9957178,"threshold_uncertainty_score":0.23534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205638848917339,"score_gpt":0.3804639863600919,"score_spread":0.2599001014683581,"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."}}