{"id":"W7056310696","doi":"","title":"EIFL and Library Group Comments on Updated Draft WIPO CMO Toolkit (2021)","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Best practice; Working group; Steering committee; Professional association","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":[0.06211366,0.001157272,0.001247854,0.005520713,0.009183066,0.01298163,0.005473167,0.02403548,0.1449756],"category_scores_gemma":[0.2246623,0.001564227,0.00124361,0.005810328,0.003832434,0.009870373,0.00866971,0.01543872,0.09743161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01934092,"about_ca_system_score_gemma":0.03446545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06603491,"about_ca_topic_score_gemma":0.06948536,"domain_scores_codex":[0.9512336,0.0130818,0.004080987,0.001805493,0.02449189,0.005306167],"domain_scores_gemma":[0.8412592,0.05875252,0.004288102,0.007476396,0.07691972,0.01130403],"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":[0.00001479174,0.00001020248,0.00004309085,0.00004527681,4.733073e-7,0.000050552,0.0003150101,0.00003272972,0.00004317748,0.001561515,0.9941725,0.00371064],"study_design_scores_gemma":[0.000008218673,0.000006396901,0.0003207528,0.0001234618,0.000001182692,0.00001907416,0.0006058762,0.00006307118,0.00006076451,0.0006446566,0.9981183,0.00002819026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002336826,0.001421054,0.007877637,0.6623685,0.04699482,0.003078028,0.0138619,0.005013439,0.2570478],"genre_scores_gemma":[0.009994854,0.0008654908,0.01184698,0.2432119,0.007554538,0.004673974,0.009026761,0.003944664,0.708881],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1449756,"threshold_uncertainty_score":0.4849917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009101783426059976,"score_gpt":0.2070655534275106,"score_spread":0.1979637700014507,"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."}}