{"id":"W1855391563","doi":"10.22230/src.2013v4n1a39","title":"Build It and They Will Come? Support for Open Access in Australia","year":2012,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Joint Information Systems Committee; Australian Research Council; National Library of Australia; Times Higher Education; Medical Research Council; Government of the United Kingdom","keywords":"Citation; Process (computing); Business; Open research; Public relations; Access to information; Political science; Knowledge management; Data science; Internet privacy; Computer science; Information access; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006402978,0.00009346072,0.0002309168,0.001721652,0.00331911,0.005685791,0.0008507221,0.001159146,0.008281586],"category_scores_gemma":[0.03296899,0.0001989544,0.0001711046,0.002550673,0.002740707,0.005957616,0.005403086,0.001620996,0.0007105684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004389029,"about_ca_system_score_gemma":0.01475378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03514921,"about_ca_topic_score_gemma":0.05626828,"domain_scores_codex":[0.9940698,0.002011755,0.0003115358,0.000329382,0.002367357,0.0009101679],"domain_scores_gemma":[0.9783251,0.005859007,0.003235182,0.0008578463,0.003192264,0.008530588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001535052,0.0003255398,0.1196021,0.001032606,0.00006990982,0.002667597,0.1662973,0.0004609012,0.003338479,0.1648419,0.0403921,0.500818],"study_design_scores_gemma":[0.0000320281,0.000286748,0.360602,0.0009460603,0.00004642421,0.001056371,0.07888892,0.001305994,0.0008438028,0.03903557,0.516857,0.00009911606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7376068,0.005333769,0.001579872,0.1337959,0.0002963855,0.00009183481,0.0001668825,0.00005684995,0.1210718],"genre_scores_gemma":[0.9814376,0.002700149,0.001186783,0.00257001,0.00007477855,0.00003629577,0.00004055988,0.00001589137,0.01193802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991493,"threshold_uncertainty_score":0.06988925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8706319294959223,"score_gpt":0.7148403740911772,"score_spread":0.1557915554047451,"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."}}