{"id":"W2285529589","doi":"10.18352/lq.10139","title":"A Library-publisher Partnership for Open Access: Building an Innovative Relationship between Scholarly Publishers and Academic Libraries","year":2016,"lang":"en","type":"article","venue":"LIBER Quarterly The Journal of the Association of European Research Libraries","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Publishing; Open access publishing; Public relations; Scholarly communication; Business; Political science; Library science; Sociology; Computer science; Finance","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.05196834,0.0005772436,0.0005819987,0.005991571,0.0307917,0.05664733,0.003799253,0.008142415,0.008606552],"category_scores_gemma":[0.04479447,0.0008949575,0.000724017,0.0073451,0.0172089,0.0355044,0.04819356,0.008372258,0.002555548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02049003,"about_ca_system_score_gemma":0.1250758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02929988,"about_ca_topic_score_gemma":0.05747218,"domain_scores_codex":[0.9295503,0.04029256,0.001831198,0.002620106,0.01764097,0.008064858],"domain_scores_gemma":[0.915292,0.02341069,0.004128889,0.003939802,0.01305042,0.04017825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001115082,0.000516768,0.01134845,0.0005204948,0.00008379306,0.002841958,0.1065539,0.0008847183,0.001228667,0.6308442,0.05475034,0.1903151],"study_design_scores_gemma":[0.00006314583,0.0001857162,0.002700768,0.0006049335,0.00004626064,0.001125797,0.1184286,0.001411548,0.0007343689,0.1327513,0.7417671,0.0001804899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1045054,0.0114256,0.1195957,0.3529851,0.002705665,0.001192401,0.0001269783,0.0008357473,0.4066275],"genre_scores_gemma":[0.856487,0.004438442,0.05299487,0.01597914,0.0008470539,0.0004882789,0.0001098796,0.0002027232,0.06845262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9962007,"threshold_uncertainty_score":0.2748381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6954928810346864,"score_gpt":0.5685022125474674,"score_spread":0.1269906684872191,"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."}}