{"id":"W6948777886","doi":"10.5281/zenodo.11760866","title":"case for support pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant-based Medicinal Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TSG101; Work (physics); Nucleofection; Filter (signal processing); Process (computing); Quality (philosophy)","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":[0.001739842,0.00118348,0.001025699,0.001604444,0.002915884,0.005741771,0.002942692,0.009974007,0.8697954],"category_scores_gemma":[0.02216026,0.0005251772,0.001569084,0.0008478577,0.001281133,0.007189767,0.004464004,0.006679898,0.7447035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865778,"about_ca_system_score_gemma":0.002971692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935192,"about_ca_topic_score_gemma":0.006156591,"domain_scores_codex":[0.9964089,0.0003581342,0.0002030624,0.0003274866,0.001967438,0.0007348504],"domain_scores_gemma":[0.9904333,0.001434654,0.000352229,0.001232448,0.003982665,0.00256463],"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":[0.00001368079,0.00001587142,0.00003806505,0.00003963375,0.00000104096,0.0002644661,0.00001575967,0.000007749774,0.00003886775,0.0006584316,0.9880937,0.01081271],"study_design_scores_gemma":[0.00001332907,0.00001327873,0.0001331298,0.0001027312,0.000001878456,0.0005507931,0.00007732686,0.00002882577,0.00007037495,0.0006180918,0.998383,0.000007182333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005063569,0.0009467131,0.0009340253,0.02888785,0.02031492,0.000422908,0.001327595,0.001881394,0.9447782],"genre_scores_gemma":[0.00607925,0.0009688624,0.0005818416,0.01500165,0.005437156,0.000258664,0.001111807,0.001148589,0.9694121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1302046,"threshold_uncertainty_score":0.1857209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1699745126098618,"score_gpt":0.4201549381009637,"score_spread":0.2501804254911019,"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."}}