{"id":"W3105665062","doi":"","title":"Effects of wildfire on aquatic invertebrates in British Columbia streams","year":2005,"lang":"en","type":"article","venue":"AGU Spring Meeting Abstracts","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"STREAMS; Invertebrate; Environmental science; Ecology; Geography; Fishery; Biology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006088473,0.0001409229,0.0002785345,0.00003551507,0.00007889936,0.0001052766,0.0002571455,0.0001054109,0.000040531],"category_scores_gemma":[0.0006534593,0.0002176296,0.00005573324,0.0002280146,0.00007835394,0.0002217633,0.00008727879,0.0002265468,0.0004583101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345785,"about_ca_system_score_gemma":0.00001172064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4524271,"about_ca_topic_score_gemma":0.5235725,"domain_scores_codex":[0.9982454,0.00009987052,0.0004599491,0.0003950818,0.0003863691,0.0004133912],"domain_scores_gemma":[0.9988489,0.000557114,0.0002337954,0.0002449183,0.000002990478,0.0001123186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004098997,0.0002784598,0.892885,0.000134128,0.00001020832,0.00008671563,0.0001806882,0.008426025,0.02123871,5.278375e-7,0.0004383337,0.07631709],"study_design_scores_gemma":[0.0005401954,0.00009795802,0.9637769,0.001245101,0.000009729853,0.000006918648,0.00002025034,0.00970035,0.02413307,0.00002350669,0.0002245125,0.0002215012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993451,0.00009454365,8.623564e-7,0.00004132786,0.0001468022,0.0003872001,8.511688e-7,0.00007470047,0.005802693],"genre_scores_gemma":[0.9990942,0.000012424,0.0005351452,0.00009609196,0.00005943424,0.00002403773,0.000001137897,0.00003206862,0.0001454204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0760956,"threshold_uncertainty_score":0.8874677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003448949951744634,"score_gpt":0.1814051400439715,"score_spread":0.1779561900922269,"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."}}