{"id":"W4365505877","doi":"10.31274/jlsc.16059","title":"Brief Reviews of Books and Products: Copyright's Broken Promise: How to Restore the Law's Ability to Promote the Progress of Science","year":2023,"lang":"en","type":"article","venue":"Journal of Librarianship and Scholarly Communication","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Copyright law; Political science; Law; Engineering ethics; Law and economics; Intellectual property; Sociology; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.002734318,0.001042585,0.0009966091,0.006102121,0.002265747,0.006706439,0.001251924,0.00529922,0.03492587],"category_scores_gemma":[0.01354774,0.0006720712,0.000736928,0.008601996,0.002477667,0.006335709,0.001515103,0.004909732,0.01606792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004567813,"about_ca_system_score_gemma":0.007830305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494063,"about_ca_topic_score_gemma":0.03433895,"domain_scores_codex":[0.995462,0.0008996306,0.0003594412,0.0002541892,0.002782898,0.0002418231],"domain_scores_gemma":[0.9893582,0.004912031,0.0006425945,0.0002468848,0.004288265,0.0005519511],"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":[0.00001142672,0.00002565641,0.00003781239,0.001171529,0.000008138719,0.00002923693,0.0001516492,0.00004887778,0.0002252642,0.007986708,0.9257621,0.06454167],"study_design_scores_gemma":[0.000001633666,0.000009404526,0.0001533881,0.0005225402,0.000004265392,0.00002616517,0.0000627628,0.000009825631,0.00004903777,0.000858153,0.9982968,0.000006021308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002527145,0.8331734,0.0007267936,0.05840765,0.04756569,0.00007445624,0.0001998829,0.0000921444,0.05950731],"genre_scores_gemma":[0.003182631,0.7520681,0.001207655,0.04489477,0.03410583,0.0001235001,0.0003510344,0.0001410015,0.1639255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9932936,"threshold_uncertainty_score":0.1168387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820791336981245,"score_gpt":0.4075033734951914,"score_spread":0.225424239797067,"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."}}