{"id":"W6931072184","doi":"10.5281/zenodo.4312399","title":"Synapse XT Review: Synapse XT Ingredients - Synapse XT Amazon","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Nucleofection; Ringing; Natural (archaeology)","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":[0.0007961001,0.0008773078,0.001230865,0.001954232,0.0009404841,0.00422093,0.002078303,0.003553216,0.4965973],"category_scores_gemma":[0.007049025,0.0005144795,0.001412763,0.001354623,0.0004984131,0.002775367,0.001338013,0.003491186,0.3994302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391131,"about_ca_system_score_gemma":0.002606276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003026977,"about_ca_topic_score_gemma":0.007233678,"domain_scores_codex":[0.9987996,0.0001011616,0.00009991079,0.0001237725,0.0007820896,0.00009339108],"domain_scores_gemma":[0.9962889,0.0005488563,0.0002645973,0.0001580781,0.002228162,0.0005113601],"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":[0.0000201563,0.00001550929,0.00001758751,0.0009591319,0.000006294713,0.00003599818,0.00000677259,0.00001174948,0.0001973942,0.0003093632,0.9598169,0.03860313],"study_design_scores_gemma":[0.00002406139,0.000018951,0.00009572104,0.0004925425,0.000007629448,0.00009241565,0.000008383745,0.00001581267,0.0001036508,0.0001812289,0.9989533,0.000006149639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006995216,0.1334291,0.001517401,0.03386532,0.06650762,0.001288815,0.007901436,0.003645153,0.7511457],"genre_scores_gemma":[0.003292426,0.09587038,0.001199512,0.0310858,0.01463455,0.0005900516,0.007943139,0.001058264,0.8443258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5034027,"threshold_uncertainty_score":0.7180427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523257667227497,"score_gpt":0.2086053400122016,"score_spread":0.1933727633399266,"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."}}