{"id":"W1975110149","doi":"10.1139/f02-116","title":"Controls on fish distribution and abundance in temporary wetlands","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Ecology; Environmental science; Fish <Actinopterygii>; Abundance (ecology); Extinction (optical mineralogy); Colonization; Geography; Fishery; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003777637,0.00007135919,0.0001354756,0.00004974208,0.0001852323,0.0001379831,0.0001199653,0.00002759805,0.0002359478],"category_scores_gemma":[0.0001060473,0.00005505074,0.00001643759,0.0001945816,0.0004021146,0.0003275872,0.00001354564,0.00007787531,0.000004133287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007078487,"about_ca_system_score_gemma":0.00003160331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005367371,"about_ca_topic_score_gemma":0.1978006,"domain_scores_codex":[0.9993006,0.00002858996,0.0002093141,0.0001161822,0.0001503646,0.0001949472],"domain_scores_gemma":[0.9995338,0.00007497328,0.0001009925,0.00004765197,0.000003082196,0.0002394416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003919063,0.000006036965,0.9868683,0.000003703758,0.000001649093,0.00003310718,0.0002688926,0.0000417157,0.000008915124,0.00005099871,0.002834033,0.009878694],"study_design_scores_gemma":[0.0006243368,0.0006240305,0.9344698,0.0001482462,0.00000697125,0.0001918056,0.0009238973,0.04035917,0.000008518778,0.001385813,0.02105226,0.0002051791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928277,0.0001160961,0.00003813469,0.003234122,0.0001016907,0.00005377761,0.00001276591,0.000001410977,0.003614331],"genre_scores_gemma":[0.9994988,0.00006372809,0.00005440068,0.0002209336,0.00001924792,9.014027e-7,8.780158e-7,0.000002180696,0.0001388632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1924333,"threshold_uncertainty_score":0.8168374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189757384334295,"score_gpt":0.1854838959616757,"score_spread":0.1735863221183327,"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."}}