{"id":"W2601701388","doi":"10.4000/transposition.1569","title":"Copying machines","year":2016,"lang":"en","type":"article","venue":"Transposition","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Copying; Musical; Subjectivity; Creativity; Aesthetics; Music industry; Sociology; Creative work; File sharing; Reproduction; Law; Political science; Visual arts; Computer science; Art; Epistemology; The Internet","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":["insufficient_payload"],"category_scores_codex":[0.0000605186,0.00007612436,0.00006444442,0.0000732163,0.0001003566,0.00006138487,0.00007645223,0.00002744872,0.006125281],"category_scores_gemma":[0.000009707675,0.00004161286,0.00004558044,0.000110223,0.00002431478,0.0009178484,0.000007206887,0.0000292152,0.001653408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000112099,"about_ca_system_score_gemma":0.000002688975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026728,"about_ca_topic_score_gemma":0.00003257328,"domain_scores_codex":[0.9995697,0.000002975599,0.00009699039,0.0001221421,0.00008753967,0.0001206402],"domain_scores_gemma":[0.9998272,0.00001569856,0.00002414937,0.0000786321,0.00004950938,0.000004815612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005003221,0.0001516242,0.005820055,0.0002027178,0.00004097831,0.00001524057,0.000179051,0.00000244373,0.5002111,0.02991342,0.07771404,0.385249],"study_design_scores_gemma":[0.005097465,0.0001380341,0.06608561,0.0009984627,0.0003032395,0.00001550013,0.00006059079,0.02803007,0.0581775,0.07834034,0.7609724,0.001780768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6484229,0.0001255733,0.02978606,0.009706106,0.0005867926,0.0002491921,0.000005170436,0.0005134213,0.3106048],"genre_scores_gemma":[0.9971079,0.00000888655,0.0000521396,0.001222273,0.0005821948,0.000006279698,0.000009479197,0.00001171392,0.0009991545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6832584,"threshold_uncertainty_score":0.9991239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829040624980464,"score_gpt":0.1991010278188416,"score_spread":0.180810621569037,"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."}}