{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006010589,0.0001060219,0.0001022183,0.00003474211,0.001452932,0.0004637115,0.001041681,0.00005829377,0.04106107],"category_scores_gemma":[0.0007233619,0.0000388872,0.00005659077,0.0004295254,0.0001515527,0.000262977,0.0007829709,0.0001243088,0.01915257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008545284,"about_ca_system_score_gemma":0.000001036666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002367795,"about_ca_topic_score_gemma":0.000002004736,"domain_scores_codex":[0.9983005,0.0002986119,0.0001655797,0.0003662602,0.000421669,0.0004473901],"domain_scores_gemma":[0.9991166,0.0000876804,0.00005516672,0.0001486785,0.0003528476,0.000239008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000311928,0.00004731207,0.00001169995,0.000003155696,0.000009308337,0.000008007072,0.00004722452,2.117682e-7,0.347852,0.0008629814,0.08574472,0.5653822],"study_design_scores_gemma":[0.0002058278,0.0002683382,0.007222224,0.00001663718,0.000002313824,0.00004134214,0.00006916052,0.00001094046,0.004297707,0.0004733161,0.9872633,0.0001289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7534466,0.00009066558,0.0003782507,0.009289875,0.0001351527,0.0005760255,0.0004504026,0.00159046,0.2340426],"genre_scores_gemma":[0.996984,0.00008656426,0.00004023116,0.0001562709,0.0003593232,3.721176e-8,0.0002295307,0.0000726845,0.002071375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9015186,"threshold_uncertainty_score":0.9998471,"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."}}