{"id":"W2258483392","doi":"10.7912/c21p45","title":"Open access policies: a survey of IUPUI faculty attitudes","year":2014,"lang":"en","type":"article","venue":"IUScholarWorks (Indiana University)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Business; Internet privacy; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.00572411,0.0002086619,0.0003921391,0.003714274,0.002971454,0.001865181,0.000744091,0.001100791,0.004479001],"category_scores_gemma":[0.01915071,0.0003548111,0.000238917,0.005245608,0.001102298,0.002000961,0.002145683,0.001484609,0.001309802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543742,"about_ca_system_score_gemma":0.0021972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008554132,"about_ca_topic_score_gemma":0.008999728,"domain_scores_codex":[0.9965689,0.001023329,0.0003359022,0.0002686633,0.001073423,0.0007297922],"domain_scores_gemma":[0.9793046,0.004904331,0.006710708,0.0007841341,0.003626799,0.004669521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005712871,0.0003330479,0.9432255,0.00004944898,0.00001114033,0.0001898587,0.02367347,0.00007533068,0.001286584,0.0002469564,0.003792991,0.02705857],"study_design_scores_gemma":[0.000008611208,0.0003053723,0.9186298,0.00007510117,0.000007835122,0.0002589925,0.06513792,0.0003699656,0.001231984,0.0001403789,0.0138002,0.00003392592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935179,0.0001234021,0.0002307538,0.0010806,0.00001488412,0.00009215865,0.0005937514,0.0000356114,0.004310805],"genre_scores_gemma":[0.9951245,0.0003283558,0.0007357003,0.001116061,0.00003392845,0.0002406021,0.0004189152,0.0000165599,0.001985416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9992559,"threshold_uncertainty_score":0.03027236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08323759737671758,"score_gpt":0.3570288204657852,"score_spread":0.2737912230890676,"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."}}