{"id":"W796014025","doi":"10.11575/prism/34787","title":"Open access: the way of the future?","year":2004,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sign (mathematics); Business; Internet privacy; Political science; Computer science","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":["bibliometrics","sts","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.004104681,0.0001309679,0.0003345273,0.003941708,0.002082421,0.002099362,0.01790699,0.0001104457,0.0003759305],"category_scores_gemma":[0.00142445,0.00007573336,0.0003056604,0.06368953,0.0006225827,0.001791351,0.01082913,0.0002567208,0.00002975621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554631,"about_ca_system_score_gemma":0.0005345902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335536,"about_ca_topic_score_gemma":0.0003888454,"domain_scores_codex":[0.994194,0.0002647897,0.0003714686,0.0005052782,0.004347753,0.0003167605],"domain_scores_gemma":[0.9954952,0.0007334297,0.0006593042,0.001352101,0.001593571,0.000166381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007686889,0.002755872,0.2510481,0.00009098913,0.0005875141,0.0001940763,0.01708239,0.001748568,0.04347797,0.03561679,0.4696401,0.1769889],"study_design_scores_gemma":[0.001302197,0.0002600605,0.6118291,0.00003703608,0.00003401073,0.00003348124,0.01864081,0.0001889803,0.01156514,0.005425541,0.3504262,0.0002574461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938976,0.000862148,0.0007125563,0.007783104,0.001087468,0.0004590717,0.00002142198,0.0000154098,0.05008277],"genre_scores_gemma":[0.9872561,0.0001789167,0.0005198598,0.00008534791,0.00008409404,4.928048e-7,8.98826e-7,0.000006364978,0.01186796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.360781,"threshold_uncertainty_score":0.9992167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2978359033759307,"score_gpt":0.4580285238074044,"score_spread":0.1601926204314737,"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."}}