{"id":"W2343056002","doi":"10.5860/crl.77.3.335","title":"An Evidence-Informed Picture of Course-Related Copying","year":2016,"lang":"en","type":"article","venue":"College & Research Libraries","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Copying; License; Fair use; Supreme court; Institution; Blanket; Copyright law; Computer science; Law; Political science; Intellectual property","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04609073,0.0005786593,0.0005858266,0.01650616,0.00290979,0.008794853,0.004914995,0.003443971,0.01755932],"category_scores_gemma":[0.2565954,0.0007966525,0.0007296062,0.01861689,0.01231548,0.009244811,0.004133224,0.004795087,0.001624221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008878913,"about_ca_system_score_gemma":0.01814084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1432463,"about_ca_topic_score_gemma":0.250381,"domain_scores_codex":[0.9474471,0.01498389,0.006930874,0.006300677,0.02226615,0.00207137],"domain_scores_gemma":[0.5246909,0.3005037,0.09134462,0.02831534,0.05135382,0.00379164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004162325,0.0004311237,0.4588256,0.01678951,0.0007250479,0.0008307849,0.01772012,0.000902316,0.000555221,0.1430392,0.01732422,0.3424405],"study_design_scores_gemma":[0.00006723548,0.0003123754,0.6744685,0.05552268,0.0007028797,0.001300969,0.03731127,0.001103387,0.001551518,0.05566952,0.1718309,0.0001588492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3841515,0.2099386,0.01207807,0.1360583,0.001108335,0.000921992,0.0119409,0.00007885681,0.2437235],"genre_scores_gemma":[0.9145541,0.06579194,0.005132219,0.009201684,0.0003428873,0.0001395529,0.002010358,0.00004221675,0.002784966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432463,"threshold_uncertainty_score":0.284825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107925402936651,"score_gpt":0.347877454985417,"score_spread":0.2370849146917519,"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."}}