{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.09695008,0.0006010117,0.001385464,0.002172833,0.003277342,0.02320764,0.03321775,0.0004085115,0.003678201],"category_scores_gemma":[0.1688544,0.0004192315,0.0002199777,0.016867,0.001139292,0.01536922,0.01356907,0.004389262,0.0008545971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009099702,"about_ca_system_score_gemma":0.002190733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01746824,"about_ca_topic_score_gemma":0.0007455743,"domain_scores_codex":[0.9732979,0.007422651,0.002012728,0.002733929,0.01168962,0.002843163],"domain_scores_gemma":[0.9788687,0.009858199,0.0005876005,0.003510104,0.005627512,0.001547852],"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":[0.0001341364,0.0002124234,0.005611988,0.00002592271,0.0000396993,0.00003622649,0.005099368,0.000241799,0.0007670349,0.005585713,0.9668809,0.01536483],"study_design_scores_gemma":[0.0009858623,0.0002242095,0.004821823,0.0005970655,0.00001919456,0.00005236865,0.009821027,0.0003211324,0.0008392595,0.04248162,0.9392595,0.0005769723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.235166,0.004800048,0.02342359,0.3718265,0.002118842,0.005677243,0.000191368,0.0003184395,0.356478],"genre_scores_gemma":[0.8636485,0.0009197389,0.01023643,0.004277662,0.0009853164,0.0004251077,0.0001551364,0.0001634346,0.1191887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6284825,"threshold_uncertainty_score":0.9999233,"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."}}