{"id":"W6893825447","doi":"10.5281/zenodo.4545292","title":"Phytomyza thermarum","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect Pheromone Research and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voltinism; Larva; Petiole (insect anatomy); Phenology; Frass; Dorsum","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":[0.0001357965,0.000526774,0.0002276034,0.0006155299,0.000572366,0.0002368867,0.0001862421,0.00025567,0.006136362],"category_scores_gemma":[0.0002033783,0.0001539522,0.0001546995,0.0004157557,0.0001549756,0.0005566085,0.0004790775,0.0003184094,0.002499882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003317818,"about_ca_system_score_gemma":0.0001225916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606872,"about_ca_topic_score_gemma":0.002821492,"domain_scores_codex":[0.9998902,0.00001715943,0.000009132445,0.00003720557,0.00002922634,0.00001707539],"domain_scores_gemma":[0.9998987,0.00001625839,0.00003579175,0.00001372349,0.0000166613,0.00001893474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004352642,0.0001265893,0.009364652,0.0006609636,0.00003491369,0.002275735,0.00101625,0.0008087915,0.8916087,0.001702663,0.005114987,0.08685061],"study_design_scores_gemma":[0.0001658014,0.002586369,0.6022682,0.0004964175,0.0001249332,0.008757536,0.002259466,0.002476332,0.05837458,0.001659662,0.3207218,0.0001087963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640279,0.004825258,0.002969543,0.0004573689,0.000240787,0.0002592057,0.004591021,0.0009069327,0.1217221],"genre_scores_gemma":[0.9685883,0.00120441,0.002170615,0.0003367614,0.0000595155,0.00005409127,0.002039265,0.00002906019,0.02551807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006136362,"threshold_uncertainty_score":0.02052814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262843672516304,"score_gpt":0.2107200506523165,"score_spread":0.1844356834006861,"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."}}