{"id":"W2804171076","doi":"","title":"Running a Student Journal: Best Practices for Success and Sustainability","year":2018,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Best practice; Public relations; Business; Political science; Management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.07089396,0.001054838,0.0008648566,0.00386778,0.01416257,0.04544291,0.002517664,0.006346889,0.02543852],"category_scores_gemma":[0.1817212,0.0007802032,0.000636197,0.003563483,0.006460756,0.01896066,0.01241322,0.007473188,0.01212749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004061565,"about_ca_system_score_gemma":0.02841397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933996,"about_ca_topic_score_gemma":0.009313404,"domain_scores_codex":[0.9467286,0.02438554,0.00464735,0.00199377,0.01890229,0.00334247],"domain_scores_gemma":[0.6894572,0.07422595,0.02319171,0.01319838,0.08082004,0.1191067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001009776,0.0002854246,0.005005127,0.001783288,0.00004435474,0.0003602088,0.01351732,0.0001189697,0.0009740946,0.0134312,0.6986206,0.2657585],"study_design_scores_gemma":[0.00002975208,0.0002420536,0.004785776,0.001859509,0.0000397214,0.000382541,0.01711949,0.0001361794,0.0007856313,0.01123405,0.9632838,0.0001014396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02034689,0.03008146,0.0128332,0.7602641,0.07803688,0.0007524819,0.0004105417,0.002555974,0.09471845],"genre_scores_gemma":[0.4530575,0.06280549,0.1115167,0.102708,0.08705875,0.001463928,0.001301304,0.006095626,0.1739927],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9545571,"threshold_uncertainty_score":0.3749276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445289373526544,"score_gpt":0.5293263204817069,"score_spread":0.3847973831290525,"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."}}