{"id":"W6931008251","doi":"10.5281/zenodo.4257778","title":"cb01-(ITA) Monster School (2020) - Streaming ALTADEFINIZIONE wci","year":2020,"lang":"it","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","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; Diafiltration; Fusible alloy; Dysgeusia; TSG101; Proteogenomics; Liquation","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":["insufficient_payload"],"category_scores_codex":[0.0005108514,0.0009665097,0.0004061377,0.001322822,0.001520804,0.005349464,0.001042016,0.001261316,0.8837226],"category_scores_gemma":[0.00144094,0.0004459649,0.0004933093,0.001308959,0.0002930991,0.002764609,0.003085705,0.001506782,0.7988343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377116,"about_ca_system_score_gemma":0.001202049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01843894,"about_ca_topic_score_gemma":0.04515711,"domain_scores_codex":[0.9996792,0.00002079372,0.000008609979,0.00005596984,0.0001450814,0.00009042197],"domain_scores_gemma":[0.9990184,0.00004466003,0.00002227904,0.0001172631,0.0003733285,0.0004240367],"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":[0.00003215294,0.00001067839,0.00006070858,0.00005181515,0.000001272406,0.00001714,0.00002672894,0.00001541154,0.0002116375,0.0007451866,0.9835041,0.01532321],"study_design_scores_gemma":[0.000009204458,0.000007183132,0.0004970444,0.00003954817,0.000001646594,0.00001800443,0.00003675623,0.0000389817,0.0001438608,0.0001264968,0.9990771,0.000004213629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004712748,0.0003863419,0.0006448054,0.0007173788,0.001635418,0.0001968651,0.01721031,0.004553124,0.9741845],"genre_scores_gemma":[0.001926525,0.000319134,0.0006313071,0.0002868441,0.0002529438,0.00009526206,0.01109748,0.002326904,0.9830636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1162774,"threshold_uncertainty_score":0.1658556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334733429853428,"score_gpt":0.2458828341866456,"score_spread":0.2124094912013028,"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."}}