{"id":"W3017075026","doi":"10.51847/qli8djz","title":"10.51847/qli8DJz","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuta absoluta; Gelechiidae; Fecundity; Lepidoptera genitalia; Biology; Leaf miner; Population; PEST analysis; Horticulture; Population dynamics; Animal science; Botany; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006578574,0.001448337,0.0008675135,0.002169329,0.001185292,0.003091765,0.001607909,0.003109152,0.965578],"category_scores_gemma":[0.001068504,0.0005416246,0.0005964149,0.001786206,0.0007929323,0.002269404,0.002230623,0.001342926,0.9741969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164635,"about_ca_system_score_gemma":0.0005693058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344638,"about_ca_topic_score_gemma":0.002525027,"domain_scores_codex":[0.9995116,0.0000303261,0.00003819925,0.0001580723,0.0001578597,0.000103883],"domain_scores_gemma":[0.9990158,0.0001619785,0.00007151868,0.0001720184,0.0002789355,0.0002997208],"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":[0.0003151385,0.0003618609,0.001349455,0.0003748385,0.00002048633,0.0002955279,0.0001168544,0.0002912999,0.007749776,0.004849244,0.2091093,0.7751662],"study_design_scores_gemma":[0.00007769729,0.00007038638,0.001904221,0.0001870541,0.00001302273,0.000324906,0.0001254638,0.0003838038,0.001246752,0.001056121,0.9945933,0.00001717912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002856673,0.0007913577,0.003777447,0.001676708,0.0006855204,0.0001611749,0.003580041,0.003968369,0.9825028],"genre_scores_gemma":[0.003457237,0.0001978381,0.0009206206,0.0003416866,0.00005885159,0.00005483416,0.001615997,0.0003035179,0.9930494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03442198,"threshold_uncertainty_score":0.04909879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008468557565220969,"score_gpt":0.1589716286064576,"score_spread":0.1505030710412366,"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."}}