{"id":"W7117054273","doi":"10.5061/dryad.nk98sf7v3","title":"Global distribution of polymorphism in ants","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Arid; Multicellular organism; Temperate climate; ANT; Ant colony; Tropics","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":[0.0006937138,0.0006468993,0.0008845435,0.002554251,0.0006246039,0.001754018,0.0008935205,0.0009303014,0.007440213],"category_scores_gemma":[0.004877451,0.0003075143,0.001074283,0.005060344,0.0004084529,0.0006366461,0.001255487,0.0007536247,0.005862895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004754186,"about_ca_system_score_gemma":0.000499711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532059,"about_ca_topic_score_gemma":0.02800527,"domain_scores_codex":[0.9991506,0.000167429,0.00009583203,0.0003750634,0.0001203728,0.0000905575],"domain_scores_gemma":[0.9983318,0.0005499146,0.0004479865,0.0002982162,0.0002446142,0.0001274805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001278161,0.0001220616,0.3295518,0.003602268,0.001074891,0.0004798207,0.0008768453,0.005305808,0.001740304,0.002446219,0.6274186,0.02610324],"study_design_scores_gemma":[0.0005154154,0.00007867958,0.5476538,0.0007126282,0.0003851306,0.001233478,0.0008708376,0.005680516,0.000748907,0.002645965,0.4393478,0.0001269328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06435119,0.001571449,0.0003373002,0.0003090074,0.00004744361,0.00001684805,0.9304863,0.0003391895,0.002541133],"genre_scores_gemma":[0.07340427,0.0006227297,0.001361587,0.0001403748,0.00002916701,0.0001056752,0.922703,0.0001682742,0.001464915],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01532059,"threshold_uncertainty_score":0.03046286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686764534879628,"score_gpt":0.3410216932926297,"score_spread":0.3041540479438334,"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."}}