{"id":"W6969104467","doi":"10.5281/zenodo.6063201","title":"Phenacoccus solani","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orange (colour); Lycopersicon; Plant virus; Abutilon; Outbreak; Blight","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":[0.0001034832,0.0005884708,0.0002271538,0.001387204,0.001775698,0.0003846978,0.0002499252,0.0003250616,0.01987877],"category_scores_gemma":[0.0002471509,0.0001765908,0.0001458869,0.001101661,0.0003281607,0.0004641923,0.0007528702,0.0003956665,0.008196135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008614591,"about_ca_system_score_gemma":0.0003337786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204386,"about_ca_topic_score_gemma":0.02340896,"domain_scores_codex":[0.9997743,0.00002896933,0.0000129728,0.00007954612,0.0000629294,0.00004129803],"domain_scores_gemma":[0.9998432,0.00002163529,0.0000321211,0.00001910219,0.00005340837,0.00003054471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001300117,0.0003574234,0.06034063,0.0009339187,0.00005300201,0.004081824,0.002298521,0.0007059838,0.4262339,0.009895995,0.0585753,0.4352233],"study_design_scores_gemma":[0.0001276889,0.0005344324,0.3176009,0.0002803637,0.00003411037,0.003947505,0.001603092,0.0005728722,0.01211753,0.001668188,0.6614766,0.00003675959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5433452,0.004268184,0.002840751,0.001502379,0.0008192678,0.0004061989,0.01083634,0.0005269257,0.4354548],"genre_scores_gemma":[0.8271048,0.001389915,0.003818729,0.001391125,0.0001711775,0.0001607103,0.0142117,0.00007071478,0.151681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01987877,"threshold_uncertainty_score":0.06650114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04634862758350489,"score_gpt":0.2337710285291574,"score_spread":0.1874224009456525,"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."}}