{"id":"W4387657823","doi":"10.16995/dscn.9658","title":"Access and Advocacy: Text & Data Mining and DMCA §1201","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Internet privacy; Data science; World Wide Web; Political science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002313835,0.0002223966,0.0002892448,0.0001009627,0.0002928283,0.0009901295,0.0003646011,0.0000485967,0.000009216575],"category_scores_gemma":[0.0003179323,0.0001974966,0.00002700099,0.0004920239,0.0001641163,0.003725524,0.002961278,0.00007818363,0.0001036454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000120728,"about_ca_system_score_gemma":0.00002331543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002508766,"about_ca_topic_score_gemma":0.001439843,"domain_scores_codex":[0.9987779,0.000004503898,0.0002180015,0.0005057378,0.0001745289,0.000319348],"domain_scores_gemma":[0.9992222,0.0001000946,0.0001708279,0.0003888423,0.00009810016,0.00001990993],"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":[0.0001350115,0.0001498479,0.3090911,0.001303168,0.0004663669,0.0001751014,0.0238869,0.0000159906,0.0001097282,0.001237995,0.4944146,0.1690142],"study_design_scores_gemma":[0.0006910561,0.00001116254,0.02697708,0.0001833821,0.000001402448,0.00000736522,0.07544939,0.0003847568,0.000008615571,0.006083429,0.8896894,0.0005129221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975819,0.001166011,0.00004667369,0.003688499,0.0002420324,0.0001920782,0.00004502836,0.0002224935,0.01857821],"genre_scores_gemma":[0.9949415,0.001220586,0.000005875979,0.0007655027,0.0006591796,0.00002334568,0.0002509763,0.00003426084,0.002098777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3952748,"threshold_uncertainty_score":0.9547842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154654724630289,"score_gpt":0.3064082097039357,"score_spread":0.1909427372409068,"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."}}