{"id":"W2734381673","doi":"10.1021/cen-09528-notw12","title":"Canada boosts protection for patent holders","year":2017,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Science, Research, and Medicine","field":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892233,0.0001087731,0.0001814166,0.00002832231,0.0002743921,0.00004360387,0.0002473585,0.00005313262,0.0000453687],"category_scores_gemma":[0.0007881409,0.00008302835,0.00006561078,0.0000482807,0.0001239466,0.0001170897,0.00007038505,0.0001033648,0.00001757084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005242486,"about_ca_system_score_gemma":0.0009560313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3475204,"about_ca_topic_score_gemma":0.102811,"domain_scores_codex":[0.9987249,0.00001627112,0.00014404,0.0002772682,0.0004649278,0.0003725795],"domain_scores_gemma":[0.9989345,0.00001577355,0.00007480045,0.0004916789,0.0001276816,0.0003555679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003204052,0.0005126536,0.1358451,0.000752668,0.0002436446,0.0007474825,0.0005520161,0.0000129797,0.008271251,0.001073639,0.3831779,0.4656066],"study_design_scores_gemma":[0.01088464,0.001255046,0.5468904,0.0007982363,0.000177023,0.0002436998,0.0007779911,0.00272775,0.005652114,0.0006438668,0.4295349,0.0004143682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564293,0.0003365395,0.002114129,0.02029924,0.002436977,0.002692707,0.0001164966,0.00006620445,0.01550841],"genre_scores_gemma":[0.995295,0.0000529242,0.0001062513,0.001335865,0.0003581307,0.00008755484,0.00001092061,0.000007600698,0.002745752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4651923,"threshold_uncertainty_score":0.9135603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05993396492340784,"score_gpt":0.3343626862779018,"score_spread":0.274428721354494,"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."}}