{"id":"W7040006817","doi":"","title":"Newsbrief - feedback from the industry for CITAC","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Production (economics); Control (management); Product (mathematics); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002867978,0.001612241,0.001301645,0.002909272,0.002982052,0.01005871,0.001517825,0.00988279,0.4196191],"category_scores_gemma":[0.01191439,0.0006284018,0.0009145714,0.004166488,0.000935897,0.003565578,0.002626704,0.007378842,0.2728418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004523974,"about_ca_system_score_gemma":0.006850013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01680195,"about_ca_topic_score_gemma":0.03188616,"domain_scores_codex":[0.9960234,0.000319093,0.0001575286,0.0003400416,0.002568138,0.0005917256],"domain_scores_gemma":[0.9822491,0.002998937,0.0006628331,0.0008975824,0.01037141,0.002820043],"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":[0.00005503537,0.000008191403,0.00005864869,0.00007361787,0.000002069397,0.00006074602,0.00002114218,0.00001124881,0.0001807193,0.0002673087,0.9925339,0.006727223],"study_design_scores_gemma":[0.00001010103,0.00001429327,0.00039365,0.00004670921,0.000003111408,0.00003060625,0.00007799207,0.0000210665,0.0001478779,0.00006555613,0.999182,0.000006961096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002068719,0.01902873,0.0008454674,0.3503533,0.1787788,0.0002817625,0.01242667,0.002677602,0.4335389],"genre_scores_gemma":[0.002892592,0.003079057,0.0003010289,0.02439136,0.008701497,0.00007656886,0.003418399,0.0007667028,0.9563728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4196191,"threshold_uncertainty_score":0.827843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659234841969641,"score_gpt":0.2882668748687138,"score_spread":0.2616745264490174,"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."}}