{"id":"W3208587775","doi":"10.1111/jels.12303","title":"The Canada Trademarks Dataset","year":2021,"lang":"en","type":"article","venue":"Journal of Empirical Legal Studies","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008903634,0.0008073439,0.0008037377,0.009089757,0.002945194,0.002988204,0.002704512,0.001227944,0.0186169],"category_scores_gemma":[0.007698036,0.0003633283,0.0006886444,0.02181401,0.0006684765,0.0009800078,0.001365137,0.001564825,0.01681827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01698628,"about_ca_system_score_gemma":0.032667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9214166,"about_ca_topic_score_gemma":0.9588537,"domain_scores_codex":[0.998068,0.0001351497,0.000133689,0.0003487142,0.0009185154,0.0003958624],"domain_scores_gemma":[0.9937971,0.0005913586,0.0004416098,0.000726633,0.003908668,0.0005346527],"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":[0.00005991516,0.00003607501,0.00832646,0.0001767772,0.00003747275,0.00009865404,0.0001000071,0.0004559289,0.0001297629,0.002933772,0.9792722,0.008372867],"study_design_scores_gemma":[0.00005784737,0.000008376205,0.01924417,0.0001332671,0.00002774213,0.00008490761,0.0003286565,0.0009986912,0.0003342312,0.0008140763,0.977926,0.00004203985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002016662,0.0002157861,0.0001429558,0.0002128413,0.00002142515,0.0000392302,0.9934301,0.0001886916,0.003732291],"genre_scores_gemma":[0.004565181,0.0001986726,0.0008166404,0.0001017422,0.00001257941,0.00009411093,0.9913326,0.00004361873,0.002834875],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07858342,"threshold_uncertainty_score":0.1580924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276425770108899,"score_gpt":0.4145328229771462,"score_spread":0.2868902459662563,"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."}}