{"id":"W3157307704","doi":"10.13057/biodiv/d220533","title":"Assessing fluctuation of ant populations in a distinct ecological habitat for the purpose of tracking climate change effects","year":2021,"lang":"en","type":"article","venue":"Biodiversitas Journal of Biological Diversity","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Species richness; Ecology; Abundance (ecology); Species evenness; Habitat; Biology; Vegetation (pathology); Pitfall trap; Population; Formicinae; Biodiversity","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":[0.0005042992,0.0002855585,0.0002769843,0.001172763,0.0002911382,0.0003880807,0.0002166269,0.000269267,0.0009096815],"category_scores_gemma":[0.0008995694,0.0001755376,0.000223537,0.0008090598,0.0001280552,0.0003370671,0.0003295417,0.0002446183,0.0003115162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111561,"about_ca_system_score_gemma":0.00009454155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022132,"about_ca_topic_score_gemma":0.003452729,"domain_scores_codex":[0.9997492,0.00006138001,0.00003512777,0.00007023576,0.0000606205,0.00002337688],"domain_scores_gemma":[0.9987053,0.0002278358,0.0005532555,0.00009185475,0.000250366,0.0001714133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002177082,0.0001055418,0.9766891,0.00004371765,0.00006826631,0.00006919081,0.0001508065,0.0002558392,0.01090817,0.00001393651,0.0001366773,0.01134094],"study_design_scores_gemma":[0.00000200403,0.0001259256,0.9979035,0.000002772229,0.00001709208,0.00006397406,0.0001287794,0.0007717335,0.0008055137,0.00001253476,0.0001629648,0.000003224261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976253,0.0001221309,0.00109862,0.00001018705,0.000005560619,0.00002336629,0.0006705625,0.00002347554,0.0004208538],"genre_scores_gemma":[0.9965851,0.00006564317,0.002272671,0.000009019374,0.000005722313,0.00004650826,0.0007288359,0.00000579884,0.0002806621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172763,"threshold_uncertainty_score":0.003043175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134563985194525,"score_gpt":0.3276754926159291,"score_spread":0.1931115074214041,"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."}}