{"id":"W7132937208","doi":"","title":"E-Medicine - Open Access to Peer-Reviewed Research through Author/InstitutionSelf-Archiving: Maximizing Research Impact by Maximizing Online Access","year":2003,"lang":"en","type":"article","venue":"TSpace","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Key (lock); Data access; The Internet; Internet access; Data collection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02112912,0.001005539,0.00183694,0.006432465,0.002135651,0.01365867,0.003746077,0.00450419,0.2201409],"category_scores_gemma":[0.06032456,0.001604741,0.001582875,0.009206198,0.004066867,0.01323994,0.00790844,0.00317923,0.1022063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929485,"about_ca_system_score_gemma":0.0100344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009921305,"about_ca_topic_score_gemma":0.002066146,"domain_scores_codex":[0.9893278,0.003981103,0.001822041,0.0007004436,0.003629975,0.0005385356],"domain_scores_gemma":[0.9064311,0.02862626,0.008415462,0.02483651,0.0220571,0.009633558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002660532,0.0003135432,0.002080879,0.001752069,0.0001456167,0.0001818946,0.0005183825,0.0003592113,0.003874232,0.07800988,0.3446967,0.5678015],"study_design_scores_gemma":[0.0001245797,0.0001742459,0.006570344,0.001096037,0.0001665412,0.001361341,0.0006582241,0.001352051,0.008457901,0.09143279,0.8885196,0.00008638345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01556326,0.0272205,0.2113782,0.1081415,0.01667333,0.001491883,0.01162093,0.00973899,0.5981714],"genre_scores_gemma":[0.1223226,0.04439666,0.3008219,0.01515923,0.01468623,0.00175959,0.01375091,0.004062216,0.4830407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9962539,"threshold_uncertainty_score":0.7364448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7727428587918442,"score_gpt":0.7125495758346027,"score_spread":0.06019328295724158,"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."}}