{"id":"W4384696112","doi":"10.1101/2023.07.16.549226","title":"Systematics of harvester ants ( <i>Messor</i> ) in Israel based on integrated morphological, genetic, and ecological data","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Biology; Ecology; Ecological niche; Phylogenetic tree; Environmental niche modelling; Subspecies; Habitat; Systematics; Clade; Niche; Ecosystem diversity; Taxonomy (biology); Evolutionary biology; Ecosystem; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003041696,0.0001707054,0.0001705341,0.001637017,0.0003166059,0.0003899725,0.000179141,0.0001523508,0.0006459361],"category_scores_gemma":[0.0002666858,0.00009919889,0.000152153,0.00063072,0.0003022746,0.0001986678,0.0004211628,0.0001242164,0.0001329012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199024,"about_ca_system_score_gemma":0.0001834479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897398,"about_ca_topic_score_gemma":0.006716195,"domain_scores_codex":[0.9998641,0.0000332232,0.00001481337,0.00004083605,0.00002464154,0.00002242632],"domain_scores_gemma":[0.9997329,0.00004597444,0.0001360156,0.00001485888,0.00003209505,0.00003825219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001828934,0.00003063017,0.9503816,0.00006751308,0.00007236798,0.0001582626,0.001376655,0.0002999209,0.02750417,0.0001226149,0.00008932419,0.01971402],"study_design_scores_gemma":[0.000003939932,0.00004797001,0.9967613,0.00002268276,0.00002456798,0.0002058358,0.0008453905,0.0007006749,0.0005923994,0.00006283975,0.0007258981,0.000006542903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992648,0.0001296206,0.0001907158,0.000007829293,6.705738e-7,0.00000593987,0.00006382766,0.000004583449,0.0003319729],"genre_scores_gemma":[0.9989992,0.00008120913,0.0005717088,0.000008198015,0.000001174939,0.000006837989,0.0002190997,0.000002320521,0.0001102403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001897398,"threshold_uncertainty_score":0.003772676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667007971345478,"score_gpt":0.2570621384660967,"score_spread":0.2203920587526419,"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."}}