{"id":"W6912884634","doi":"10.5281/zenodo.7398945","title":"Chortoglyphus arcuatus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Date Palm Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poppy; Shrimp; Sugar beet; Cane; Crop; Sugar","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":[0.0007436618,0.0001004829,0.0001075032,0.00004310899,0.005966889,0.0003970246,0.001150717,0.00002034226,0.06260584],"category_scores_gemma":[0.0003521052,0.00005271988,0.00005539821,0.0007340375,0.0001157036,0.0001161506,0.003117263,0.0003067338,0.003460615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225805,"about_ca_system_score_gemma":0.000001005292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005535721,"about_ca_topic_score_gemma":0.000001358322,"domain_scores_codex":[0.9980819,0.0004129045,0.0001523848,0.0003573489,0.0005698726,0.0004256471],"domain_scores_gemma":[0.9994203,0.00004510618,0.00005397683,0.0001255499,0.0002082675,0.0001467308],"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":[0.00007520561,0.0002195238,0.00003201654,0.00001135666,0.00003933764,0.00002970448,0.0004006153,0.00003120787,0.0622106,0.001898539,0.3727526,0.5622993],"study_design_scores_gemma":[0.0001262259,0.0003700387,0.006051199,0.00000252711,0.000003690633,0.0000568767,0.0007602677,0.00005658233,0.0002059869,0.0002300827,0.9920148,0.0001217125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6356546,0.0003969618,0.00003652495,0.006770719,0.0002281991,0.0009327255,0.001844324,0.001711593,0.3524244],"genre_scores_gemma":[0.9955256,0.00007345845,0.00002678201,0.0001972255,0.0001629553,1.82594e-7,0.002226736,0.0000648393,0.001722226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6192622,"threshold_uncertainty_score":0.9973153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265228991904061,"score_gpt":0.2296281420868467,"score_spread":0.1869758521678061,"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."}}