{"id":"W4244910475","doi":"10.1079/cpc.54310.20210100266","title":"Tapinoma melanocephalum (ghost ant).","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honeydew; Old World; Atta; Tropics; ANT; Subtropics; Agriculture; Ecology; Biology; Agricultural pest; Geography; PEST analysis; Hymenoptera; Agricultural science; Botany","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":[0.00002776152,0.0003100892,0.0001104038,0.0006524934,0.0004004893,0.0003099216,0.0001576738,0.0002788613,0.008271508],"category_scores_gemma":[0.0001297175,0.0001000428,0.0001381367,0.0003756462,0.00009527481,0.000265396,0.000429153,0.0003358774,0.004653272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349239,"about_ca_system_score_gemma":0.00007432629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002745752,"about_ca_topic_score_gemma":0.004758873,"domain_scores_codex":[0.9999521,0.000003082157,0.000003165454,0.00002034725,0.00001387271,0.000007493762],"domain_scores_gemma":[0.9999421,0.00001143486,0.00001556385,0.000006195581,0.000008756263,0.00001602451],"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":[0.001009309,0.0005335686,0.03558588,0.001472605,0.00007858061,0.03845679,0.0009183303,0.000819877,0.3818085,0.003365738,0.06040584,0.475545],"study_design_scores_gemma":[0.00008128113,0.0003698047,0.3345803,0.0002076861,0.0001087713,0.08582794,0.001051405,0.00176008,0.03295791,0.002030498,0.5409743,0.00004995946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7083502,0.01707459,0.00596922,0.002041039,0.001562362,0.0003986805,0.01760505,0.001254617,0.2457443],"genre_scores_gemma":[0.9041947,0.004204721,0.005375366,0.0007021153,0.0002100908,0.00007735881,0.0137925,0.0001398886,0.07130327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008271508,"threshold_uncertainty_score":0.02767098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237473261509786,"score_gpt":0.2581472935518876,"score_spread":0.2457725609367898,"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."}}