{"id":"W6912619596","doi":"10.5281/zenodo.4678609","title":"Liriomyza","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vein; photoperiodism; Key (lock); Section (typography)","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":[0.0002463651,0.001130217,0.0009006921,0.004032331,0.001629805,0.0007242451,0.001055186,0.0008866835,0.03040988],"category_scores_gemma":[0.0003890433,0.0006093125,0.0004348568,0.001970423,0.000609077,0.001870122,0.001131296,0.001685997,0.01483599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459857,"about_ca_system_score_gemma":0.0009259454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126086,"about_ca_topic_score_gemma":0.02207682,"domain_scores_codex":[0.9997557,0.00001932128,0.00003881687,0.00008107958,0.00006818039,0.00003686231],"domain_scores_gemma":[0.9997821,0.00001471728,0.000074523,0.00002842021,0.00006539289,0.00003484728],"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":[0.0008320028,0.00007946699,0.009031817,0.002758884,0.00007613437,0.001355124,0.001892494,0.0003479383,0.0573553,0.005463458,0.1136662,0.8071412],"study_design_scores_gemma":[0.00001843593,0.00009895772,0.02673821,0.0002968405,0.00005328964,0.001465111,0.0002330108,0.0000737336,0.001165317,0.0003131283,0.9695225,0.00002153786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1161129,0.09992716,0.01243064,0.005657466,0.004705347,0.001479892,0.04915695,0.007478467,0.7030511],"genre_scores_gemma":[0.4116879,0.0625677,0.05345605,0.006247527,0.003345687,0.001222989,0.08631179,0.0008217751,0.3743386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03040988,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279248713559658,"score_gpt":0.2177566438192305,"score_spread":0.1898317724632647,"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."}}