{"id":"W4386042062","doi":"10.59350/fb0gy-yp945","title":"Copyright Law, TPMs, and Appraisal","year":2012,"lang":"en","type":"preprint","venue":"","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Copyright law; Download; Law; Term (time); Political science; Copyright Act; Intellectual property; Computer science; World Wide Web; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004037403,0.000163271,0.0001477765,0.00003827172,0.000130489,0.0004247995,0.0001185623,0.00001730693,0.002013545],"category_scores_gemma":[0.000001483895,0.000120137,0.00006376747,0.000003032354,0.0003397426,0.0001839109,0.0004637892,0.0001471556,0.0002961766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005496631,"about_ca_system_score_gemma":0.00000711881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002557178,"about_ca_topic_score_gemma":0.0001675881,"domain_scores_codex":[0.9993562,0.00001028253,0.0001338236,0.0002042834,0.0001326115,0.0001628212],"domain_scores_gemma":[0.9996712,0.00005351079,0.00004465964,0.000135358,0.0000163509,0.00007891763],"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":[0.000004101336,0.00007704079,0.000006568031,0.0001089451,0.00007122362,0.000002344229,0.00143644,8.217767e-7,1.653629e-7,0.9762272,0.01919552,0.002869598],"study_design_scores_gemma":[0.00005836623,0.00001113954,0.0004584283,0.00002372729,0.00002688049,9.448783e-7,0.00008827551,0.0000197263,0.000002166298,0.2473485,0.7517996,0.0001622021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002089699,0.0001186274,0.00007458695,0.0005688192,0.001251734,0.0001341538,0.0001886649,0.0001039467,0.9954697],"genre_scores_gemma":[0.9554402,0.00002458461,0.0001901448,0.0006007139,0.001246564,0.00003191748,0.0003078306,0.00001446009,0.04214358],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9533505,"threshold_uncertainty_score":0.9988987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132939019625026,"score_gpt":0.2363491607718501,"score_spread":0.1950197705755998,"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."}}