{"id":"W7069148095","doi":"","title":"Generator sample","year":2011,"lang":"en","type":"other","venue":"International Linear Collider","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Phone; Join (topology); Password; Service (business); Generator (circuit theory); Permission","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002543151,0.001910581,0.001272426,0.002228344,0.001260991,0.003707804,0.002867403,0.00192837,0.7036403],"category_scores_gemma":[0.02513587,0.0009914695,0.001186054,0.002483413,0.0006263195,0.004691886,0.004054671,0.002253067,0.6544316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152377,"about_ca_system_score_gemma":0.002461699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003062128,"about_ca_topic_score_gemma":0.002828924,"domain_scores_codex":[0.9971763,0.0005011466,0.0002101244,0.0006230553,0.001133041,0.0003562375],"domain_scores_gemma":[0.9905655,0.002205791,0.0002634056,0.002767847,0.00361659,0.0005808073],"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":[0.0002157532,0.00003631028,0.0002859944,0.0001760415,0.000007779244,0.00005551202,0.0000486715,0.000251395,0.0003488741,0.003474263,0.9560359,0.03906353],"study_design_scores_gemma":[0.0001983002,0.00005595545,0.0005890831,0.0001054899,0.00001094439,0.0001417362,0.0001074858,0.002304334,0.002197806,0.0103378,0.9839088,0.00004236309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003049332,0.0005915866,0.0966012,0.004733029,0.004724476,0.00311036,0.3308031,0.2487912,0.3075957],"genre_scores_gemma":[0.03030513,0.000749485,0.04887209,0.004102391,0.001476284,0.004225903,0.3938059,0.09742603,0.4190367],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7036403,"threshold_uncertainty_score":0.4227211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166061902981828,"score_gpt":0.2673380727362106,"score_spread":0.2556774537063923,"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."}}