{"id":"W6949585645","doi":"10.5281/zenodo.15434989","title":"Liriomyza archboldi Frost 1962","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Weed; Frost (temperature); Bidens pilosa; Habitat; Mistake; Endemism; Host (biology); Introduced species","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001060565,0.0004593087,0.0002434377,0.0009888012,0.0009902385,0.0002781521,0.0003716016,0.000317356,0.009226154],"category_scores_gemma":[0.0002424905,0.0002583466,0.0001250874,0.0004215819,0.0004320593,0.0005722424,0.0006594581,0.0005612375,0.003566589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237765,"about_ca_system_score_gemma":0.0003832476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038063,"about_ca_topic_score_gemma":0.02771997,"domain_scores_codex":[0.999912,0.000005482517,0.000004918364,0.00003307973,0.00003060817,0.00001390354],"domain_scores_gemma":[0.9999011,0.00001046508,0.00004412323,0.00001116611,0.00002076064,0.00001240275],"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":[0.000770516,0.0001127214,0.09600563,0.00128094,0.0001032017,0.004102747,0.002787965,0.001236049,0.1725423,0.00760427,0.06161997,0.6518337],"study_design_scores_gemma":[0.0001049471,0.0002899002,0.3296458,0.0005950573,0.0001030145,0.006486419,0.0006336258,0.0008857293,0.009515611,0.001983457,0.6497118,0.00004467673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5954984,0.01338358,0.006185312,0.001262369,0.0002952552,0.0003747907,0.006127996,0.001360488,0.3755118],"genre_scores_gemma":[0.9180981,0.003363433,0.004215977,0.000691583,0.0001732795,0.0001654865,0.002501767,0.00007124146,0.07071915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038063,"threshold_uncertainty_score":0.03086454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322043758042243,"score_gpt":0.2220217606170742,"score_spread":0.1888013230366518,"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."}}