{"id":"W3205399161","doi":"10.1002/pra2.438","title":"Controlled Digital Lending","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Circulation (fluid dynamics); Liability; Coronavirus disease 2019 (COVID-19); Business; Fair use; Shared resource; Political science; Resource (disambiguation); Law and economics; Public relations; Law; Sociology; Computer science; Engineering; Computer security; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006206199,0.00004933337,0.0001125449,0.000327857,0.0003241733,0.0005953877,0.0002245261,0.00005390579,0.00001228037],"category_scores_gemma":[0.008227976,0.0000319469,0.00003404578,0.001566218,0.0001103065,0.006875726,0.0002028438,0.0000550929,0.00001435458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005933609,"about_ca_system_score_gemma":0.00004769515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002076405,"about_ca_topic_score_gemma":5.371843e-7,"domain_scores_codex":[0.9992858,1.969032e-7,0.0002143465,0.00007635741,0.00028814,0.0001351529],"domain_scores_gemma":[0.9963397,0.0000280442,0.0004087019,0.00003883215,0.00318091,0.000003841721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006201999,0.00003349905,0.03937821,0.0001311287,0.00003447574,1.544803e-8,0.0002649236,5.084112e-7,0.01539669,0.8844144,0.02970126,0.0305829],"study_design_scores_gemma":[0.00357188,0.0000333609,0.003234199,0.00006218851,0.00006612459,0.000004729067,0.003575932,0.02285923,0.06283211,0.08114807,0.8223403,0.0002718531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5031894,0.00002715608,0.00005149872,0.01290742,0.0003836965,0.0005196317,0.000004239959,0.0001325256,0.4827844],"genre_scores_gemma":[0.9989716,0.000004041533,0.00003796552,0.0003828816,0.00003933696,0.00001712848,0.000001358507,0.000001767354,0.0005438934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8032663,"threshold_uncertainty_score":0.985025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009110100112346196,"score_gpt":0.2029386062312119,"score_spread":0.1938285061188657,"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."}}