{"id":"W7069093573","doi":"","title":"In The Dark Times","year":2024,"lang":"en","type":"other","venue":"Insight (University of Cumbria)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Liquation; TSG101; Fusible alloy; Pretext; Diafiltration; Dysgeusia","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":[0.0007053555,0.000560278,0.0001730161,0.0007251668,0.004256684,0.005999429,0.0004772844,0.001003285,0.1289688],"category_scores_gemma":[0.002076145,0.0001748915,0.0002092088,0.0008854475,0.00269624,0.004491808,0.005061583,0.00192994,0.02235287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001948853,"about_ca_system_score_gemma":0.001056261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006566933,"about_ca_topic_score_gemma":0.01828546,"domain_scores_codex":[0.9993962,0.000175114,0.00001110892,0.00006856156,0.0001852255,0.0001637846],"domain_scores_gemma":[0.9993708,0.0001171437,0.00005802426,0.0001148384,0.00009030326,0.0002489957],"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":[0.00005726284,0.00002305485,0.0004531171,0.00007774789,0.000003938067,0.0002793732,0.008493224,0.00003769968,0.0005561751,0.1651784,0.7824233,0.04241663],"study_design_scores_gemma":[5.840237e-7,0.000001716353,0.0001495136,0.00002244672,3.938286e-7,0.00004635132,0.001085001,0.000004748027,0.00004509682,0.0008822319,0.9977602,0.000001769652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006748788,0.002980815,0.000586155,0.01625629,0.004457355,0.00001358171,0.0003628108,0.0002249903,0.9683692],"genre_scores_gemma":[0.04356197,0.001903825,0.0003294184,0.004270047,0.0007638801,0.00001978619,0.0001957365,0.0002418753,0.9487135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1289688,"threshold_uncertainty_score":0.4314438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128804090834256,"score_gpt":0.2270011042285199,"score_spread":0.2157130633201773,"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."}}