{"id":"W2282333078","doi":"10.16995/dscn.20","title":"Introduction to Part Two of &lt;em&gt;New Fronts in the Copyfight&lt;/em&gt;","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Humanities; Creativity; Class (philosophy); Sociology; General partnership; Art history; Political science; Library science; Philosophy; Art; Computer science; Law; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000420817,0.0002989422,0.0004268083,0.0001843076,0.0001660024,0.0002672065,0.0004095442,0.00006051379,0.0005181297],"category_scores_gemma":[0.001006178,0.0001589024,0.0001262482,0.0005512272,0.0001091484,0.00154801,0.000366892,0.0001143011,0.0007990928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008049722,"about_ca_system_score_gemma":0.00003226901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361439,"about_ca_topic_score_gemma":0.002013312,"domain_scores_codex":[0.9982505,0.00002398325,0.0004873239,0.0004716022,0.0003588394,0.0004076804],"domain_scores_gemma":[0.9989364,0.000134143,0.0001742422,0.0003970218,0.000333539,0.00002470046],"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":[0.0002204931,0.0002187138,0.0004996638,0.00007984834,0.0001088759,0.000006675508,0.02002694,0.000007016265,0.001094264,0.0005184169,0.9402384,0.03698068],"study_design_scores_gemma":[0.0008373752,0.00007683991,0.0005550992,0.0001692057,0.000001195684,0.000002520864,0.02254132,0.00006715523,0.001007524,0.005711427,0.968684,0.0003463148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672783,0.001573951,0.001261953,0.02694911,0.001629155,0.001007811,0.00002031364,0.0001603405,0.100119],"genre_scores_gemma":[0.9870862,0.0001666549,0.000006030199,0.0009591461,0.004204109,0.00006175703,0.00001724966,0.00003185574,0.007466979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198079,"threshold_uncertainty_score":0.9999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273285691238788,"score_gpt":0.2361080961036666,"score_spread":0.2087795269797878,"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."}}