{"id":"W7020117467","doi":"","title":"It’s all in the Relationships: A Liaison Role for Librarian-Publishers","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; OpenAccess; Electronic publishing; Digital library; Commons; Scholarly communication","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":[0.0407227,0.0004707207,0.0006700874,0.00176896,0.04018501,0.03853678,0.002808829,0.00762429,0.0362118],"category_scores_gemma":[0.09222083,0.0007029192,0.0003841256,0.002893907,0.01070831,0.02744859,0.02024914,0.0115911,0.01068966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008083405,"about_ca_system_score_gemma":0.03407871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006330703,"about_ca_topic_score_gemma":0.01559568,"domain_scores_codex":[0.9605414,0.02632294,0.001532298,0.002057282,0.005551949,0.00399412],"domain_scores_gemma":[0.8617418,0.02959263,0.007325562,0.005723417,0.02416591,0.07145059],"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":[0.00008747399,0.0002929284,0.01062156,0.0002810372,0.00003604794,0.006245165,0.2917191,0.00009133338,0.00116764,0.05365437,0.4996073,0.136196],"study_design_scores_gemma":[0.00001833013,0.00006490645,0.001096907,0.0002289005,0.00001318875,0.001500971,0.1566442,0.0001089076,0.0002889912,0.007496973,0.8324821,0.00005564586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05328964,0.009647927,0.01021036,0.6987383,0.01342864,0.0002453211,0.00006637455,0.001441997,0.2129314],"genre_scores_gemma":[0.5955278,0.007141477,0.009994567,0.1367787,0.007217064,0.0003602678,0.0001406923,0.00100513,0.2418343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9614632,"threshold_uncertainty_score":0.2153648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2702485669687453,"score_gpt":0.3272640861881985,"score_spread":0.05701551921945319,"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."}}