{"id":"W2140343670","doi":"10.1899/07-132.1","title":"Surviving in anoxic surroundings: how burrowing aquatic insects create an oxic microhabitat","year":2008,"lang":"en","type":"article","venue":"Journal of the North American Benthological Society","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Burrow; Mayfly; Biology; Nymph; Ecology; Sediment; Anoxic waters; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006348787,0.0001764898,0.0003862533,0.00003100977,0.0003891301,0.00003786492,0.0006840809,0.00006679686,0.0001796978],"category_scores_gemma":[0.0001539507,0.0001159797,0.0003310687,0.0006504965,0.001279003,0.0005137122,0.0003342191,0.0005162708,0.00002641561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757226,"about_ca_system_score_gemma":0.00002273145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005731318,"about_ca_topic_score_gemma":0.001880724,"domain_scores_codex":[0.9982182,0.0003903538,0.0003084215,0.0002464877,0.0003666431,0.0004698958],"domain_scores_gemma":[0.9990595,0.0001257454,0.0004418436,0.000189895,0.00001339769,0.0001696168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000251295,0.0001646305,0.9915121,0.000002922842,0.00001820424,0.00009143692,0.001999899,0.001410382,0.00282612,6.362883e-7,0.001720054,0.0002285153],"study_design_scores_gemma":[0.0003606406,0.0004294021,0.9963546,0.000008298864,0.00001939187,0.0002248334,0.001055636,0.00091738,0.0001749473,0.00004703059,0.0002508213,0.0001569751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984015,0.00002470295,0.00007715634,0.00108876,0.0001994697,0.0001009372,0.000002968608,0.00001307687,0.00009138128],"genre_scores_gemma":[0.9964119,0.0001244006,0.001233479,0.002090265,0.00004576633,0.000001193581,0.000001405651,0.000009135614,0.00008249905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004842572,"threshold_uncertainty_score":0.4729515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065290723398395,"score_gpt":0.2062810186379112,"score_spread":0.1856281114039273,"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."}}