{"id":"W4238343449","doi":"10.31229/osf.io/dvs7n","title":"Scholarly Piracy: What Libraries could/should be doing about it","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Presentation (obstetrics); Political science; Library science; World Wide Web; Internet privacy; Computer science; Medicine","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":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02564956,0.0007053551,0.001033853,0.003416152,0.02050743,0.04099079,0.003564734,0.01935339,0.02501638],"category_scores_gemma":[0.06512193,0.0005853282,0.000928407,0.003650166,0.0363355,0.0456046,0.01005031,0.0114924,0.008347896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01913941,"about_ca_system_score_gemma":0.04814196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08271485,"about_ca_topic_score_gemma":0.09387378,"domain_scores_codex":[0.9768016,0.009043824,0.0009286929,0.001184047,0.007945229,0.004096673],"domain_scores_gemma":[0.9254937,0.02740398,0.004762842,0.007188434,0.02359442,0.01155664],"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":[0.0001154059,0.0001430607,0.01001941,0.001571088,0.00006426236,0.0006166007,0.03237081,0.000267978,0.0006322556,0.2321225,0.5662152,0.1558614],"study_design_scores_gemma":[0.00002004761,0.00004692717,0.004512336,0.002160809,0.00005356855,0.0003821625,0.05518197,0.0002660632,0.0007845838,0.07187136,0.8645762,0.0001439239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003877132,0.008524602,0.001656279,0.9397781,0.002000053,0.00004334262,0.0001092789,0.0002701773,0.04374091],"genre_scores_gemma":[0.4222047,0.03536524,0.008952292,0.3770413,0.009092499,0.0002573635,0.0004363415,0.000739748,0.1459105],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9964353,"threshold_uncertainty_score":0.1644668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06381354058917231,"score_gpt":0.2735972646045781,"score_spread":0.2097837240154058,"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."}}