{"id":"W3204790884","doi":"10.2139/ssrn.3927957","title":"Innovation and Balance: Submission to the Government of Canada’s Consultation on Copyright, AI, and IoT","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Balance (ability); Government (linguistics); Business; Internet of Things; Library science; Public administration; Political science; Computer science; World Wide Web; Medicine; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01304882,0.001721467,0.00302775,0.003283145,0.04277652,0.02881039,0.007010275,0.1325804,0.01730829],"category_scores_gemma":[0.04230202,0.001757176,0.002876423,0.004083704,0.0149408,0.007213748,0.007065054,0.05560719,0.003913453],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1146447,"about_ca_system_score_gemma":0.414351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9287388,"about_ca_topic_score_gemma":0.965728,"domain_scores_codex":[0.9671214,0.001953228,0.001662031,0.002140119,0.01520793,0.01191532],"domain_scores_gemma":[0.9551958,0.01351617,0.0009715243,0.001154856,0.01825919,0.01090237],"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":[0.00002413118,0.00002553761,0.0001666515,0.00007328585,0.00001434734,0.0002664056,0.001277537,0.0001283217,0.000169261,0.01424575,0.9806285,0.002980293],"study_design_scores_gemma":[0.00002921033,0.00001375952,0.001251601,0.0002945258,0.00003024083,0.00005539969,0.003716763,0.0002099166,0.0002572518,0.004611779,0.9894109,0.0001185973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001462564,0.004455923,0.0002678705,0.9491118,0.01997021,0.0001126079,0.0005418468,0.00007701167,0.02400016],"genre_scores_gemma":[0.02979186,0.003893439,0.0009173961,0.7877092,0.01220452,0.000171334,0.0002727146,0.0002057426,0.1648338],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8853553,"threshold_uncertainty_score":0.8318095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006878844014349465,"score_gpt":0.2093661419272155,"score_spread":0.202487297912866,"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."}}