{"id":"W1484593751","doi":"10.22230/src.2014v5n4a180","title":"A Good Idea, a Difficult Reality: Toward a Publisher/Library Open Access Partnership","year":2014,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Socioeconomic and Demographic Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Value (mathematics); General partnership; Publishing; Computer science; Key (lock); World Wide Web; Maximization; Revenue; Knowledge management; Public relations; Business; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.1766327,0.0007165352,0.001312159,0.00545856,0.02989191,0.09318323,0.005334216,0.02445251,0.01156112],"category_scores_gemma":[0.1431313,0.001509789,0.001105003,0.005500594,0.04865433,0.08064958,0.07345966,0.0366407,0.005893281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007452971,"about_ca_system_score_gemma":0.06212532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197404,"about_ca_topic_score_gemma":0.002581114,"domain_scores_codex":[0.8667172,0.08497211,0.003933843,0.007047012,0.03156963,0.005760243],"domain_scores_gemma":[0.7592829,0.1024338,0.01001977,0.01709362,0.03327246,0.07789754],"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":[0.00006305335,0.0005078532,0.004445569,0.0002615848,0.00003864791,0.0009241883,0.06948988,0.0002409526,0.0004419998,0.7647363,0.07655206,0.08229786],"study_design_scores_gemma":[0.00005321059,0.0002035416,0.001295895,0.0006213559,0.00002560448,0.0008834802,0.0747042,0.001159213,0.000355609,0.3533711,0.5672126,0.000114082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01827983,0.004201096,0.0483535,0.809436,0.004007294,0.0003404878,0.00003280093,0.0003931694,0.1149559],"genre_scores_gemma":[0.6151586,0.008131221,0.08245123,0.1490995,0.005776342,0.001234426,0.000127083,0.0008524856,0.1371691],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9946658,"threshold_uncertainty_score":0.9341344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.172180921622076,"score_gpt":0.4176451782373408,"score_spread":0.2454642566152647,"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."}}