{"id":"W3012633125","doi":"10.21300/21.2.2020.131","title":"Key Takeaways from “The Intersection of University Inventions and Recent Cases at the Patent Trial And Appeal Board (PTAB)”","year":2020,"lang":"en","type":"article","venue":"Technology & Innovation","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College","funders":"","keywords":"Trademark; Appeal; Intellectual property; Law; Patentability; Mythology; Political science; Management; Patent law; History; Classics; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0511029,0.0006738796,0.0009035178,0.003348609,0.02011636,0.03084144,0.003407371,0.01509284,0.00986154],"category_scores_gemma":[0.09708964,0.001022266,0.001221857,0.004459905,0.03419216,0.04403751,0.01682865,0.03979755,0.0009155243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01591829,"about_ca_system_score_gemma":0.01257138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133686,"about_ca_topic_score_gemma":0.02291592,"domain_scores_codex":[0.9404672,0.03480439,0.001896523,0.00545681,0.01088949,0.0064856],"domain_scores_gemma":[0.8999515,0.08573488,0.003531603,0.002022554,0.005306827,0.003452606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007203491,0.00003043401,0.001080623,0.0001974266,0.00002333572,0.0006138707,0.06134867,0.00010516,0.0001969916,0.7847714,0.1272184,0.02434169],"study_design_scores_gemma":[0.00003031397,0.00004707943,0.002114816,0.001389027,0.0000394434,0.0004499964,0.1097027,0.0002155678,0.000563212,0.2079232,0.6773881,0.0001366009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01549536,0.0203385,0.005304749,0.84049,0.006816122,0.00005449159,0.00008947957,0.00002916563,0.1113821],"genre_scores_gemma":[0.6399046,0.0158901,0.003437137,0.3051064,0.01358086,0.0002357572,0.0001364749,0.0001586355,0.02154999],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0511029,"threshold_uncertainty_score":0.2702612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2820967287903379,"score_gpt":0.3628649175542709,"score_spread":0.08076818876393294,"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."}}