{"id":"W6920865431","doi":"10.6073/pasta/24986975d0583b59792ac459754ac0e7","title":"Ant Distribution and Abundance in New England 1990-2014","year":2023,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003170378,0.0001396225,0.000185046,0.001683991,0.0005507982,0.0006398997,0.0004586096,0.0001765067,0.003406847],"category_scores_gemma":[0.001049107,0.0002624895,0.0002236474,0.001212338,0.00023126,0.0005839254,0.0006361442,0.0003306041,0.000842613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002363815,"about_ca_system_score_gemma":0.0008818859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4947923,"about_ca_topic_score_gemma":0.8391195,"domain_scores_codex":[0.9997266,0.00002721767,0.00002913657,0.00009114739,0.00008462038,0.00004134054],"domain_scores_gemma":[0.9982685,0.0001298152,0.0005575725,0.00004985283,0.0007503227,0.0002439232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001837746,0.00005160479,0.959824,0.0002018554,0.0001034793,0.0004056709,0.003351726,0.0001809869,0.001611631,0.000201037,0.01013318,0.02375112],"study_design_scores_gemma":[0.000004294792,0.00001928614,0.9916449,0.0000222892,0.00001100924,0.0001055922,0.0004980434,0.00008896034,0.00006517975,0.00001162356,0.007523692,0.000005050772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.970555,0.004178975,0.0005618541,0.0004689957,0.00004848608,0.0000571558,0.01643036,0.00006983368,0.007629351],"genre_scores_gemma":[0.967887,0.001863532,0.001004528,0.0002543288,0.00004863402,0.0001245563,0.01079977,0.00002756636,0.01799004],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4947923,"threshold_uncertainty_score":0.9838246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187646788565225,"score_gpt":0.2790248464686834,"score_spread":0.2371483785830311,"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."}}