{"id":"W6901940269","doi":"10.6073/pasta/5461edc9a2f3708f4ae60b6cf9c9ff45","title":"Ant Distribution and Abundance in New England since 1990","year":2014,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abundance (ecology); Endangered species; New england; Biodiversity; Relative species abundance; Distribution (mathematics); Bog; Species diversity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005869272,0.0006513273,0.000636987,0.0001220664,0.0001344848,0.000100713,0.001135454,0.0003356137,0.0004555833],"category_scores_gemma":[0.000307663,0.0006835107,0.00003244009,0.00015439,0.0005933548,0.0009654739,0.002044388,0.0008880824,0.003964166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007232756,"about_ca_system_score_gemma":0.0001014514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192271,"about_ca_topic_score_gemma":0.002304315,"domain_scores_codex":[0.996492,0.0004383926,0.0005582835,0.001403142,0.0005691929,0.0005390282],"domain_scores_gemma":[0.9969388,0.000358755,0.0005157372,0.00192827,0.000002877425,0.0002555765],"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":[0.0001236044,0.0002212582,0.000974056,0.00004255888,0.00005432626,0.00009396824,0.00008696596,0.00000263171,0.00005883599,0.000008190344,0.9973696,0.0009640154],"study_design_scores_gemma":[0.002310033,0.0001474534,0.03361788,0.000213733,0.00009920173,0.00003612177,0.00006958989,0.00009477534,0.00005198035,0.00006225735,0.9626048,0.000692169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002042173,0.0006894512,0.0001145273,0.00005662081,0.0001800686,0.000596561,0.9962686,0.00002736358,0.00002460547],"genre_scores_gemma":[0.008656176,0.001635858,0.0001333954,0.0001986962,0.0004038321,0.00002251629,0.9888616,0.00006925507,0.00001873312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03476478,"threshold_uncertainty_score":0.9995616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198897581115842,"score_gpt":0.2648724147243067,"score_spread":0.2328834389131483,"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."}}