{"id":"W6968481733","doi":"10.5281/zenodo.15196134","title":"Hofmannophila pseudospretella","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; Larva; Pearl; Pest control; Czech","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":[0.0003018765,0.00008172099,0.00006360398,0.00009213034,0.001675033,0.0002835133,0.0005130356,0.00003598194,0.08549655],"category_scores_gemma":[0.0001441945,0.00008294088,0.00003701265,0.0006759155,0.0001170629,0.0001930718,0.0007596752,0.000152139,0.1737183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009561168,"about_ca_system_score_gemma":4.74302e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000450418,"about_ca_topic_score_gemma":0.000001384757,"domain_scores_codex":[0.9989781,0.0001073518,0.0001233971,0.000264613,0.0002487143,0.0002778224],"domain_scores_gemma":[0.9995171,0.00001834953,0.00003962511,0.0002785501,0.00003835486,0.000107955],"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":[0.00001736795,0.0000410022,0.00003941988,0.000006467863,0.00001090924,0.00002173301,0.0007022138,0.0004670544,0.01278148,0.0008604614,0.9479557,0.03709613],"study_design_scores_gemma":[0.0001225644,0.0000771171,0.004561338,0.000005379498,0.000003829873,0.0000459983,0.00009332919,0.0008406182,0.0004498603,0.0002813933,0.9934134,0.0001051342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.206155,0.000005423004,0.0004528532,0.0006805541,0.0002381954,0.0002271769,0.00007480197,0.00116284,0.7910032],"genre_scores_gemma":[0.9893847,0.00002714376,0.00008519953,0.00018113,0.00009265769,2.496822e-8,0.0004381323,0.000584466,0.00920651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7832298,"threshold_uncertainty_score":0.9996247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03202223460586023,"score_gpt":0.2556288938543056,"score_spread":0.2236066592484454,"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."}}