{"id":"W2026441333","doi":"10.1111/eff.12055","title":"The effects of wood on stream habitat and native fish assemblages in<scp>N</scp>ew<scp>Z</scp>ealand","year":2013,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Biomass (ecology); Habitat; Ecology; STREAMS; Biology; Hydrobiology; Environmental science; Fishery","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":[0.0003527088,0.0002321622,0.0003975701,0.00009207739,0.0002342955,0.00002132655,0.000348555,0.0001892179,0.0000969841],"category_scores_gemma":[0.001491073,0.0001686633,0.00005719434,0.0001437662,0.0009779144,0.0002114302,0.0004974914,0.0002347057,0.00008144481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005707706,"about_ca_system_score_gemma":0.000006732404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628543,"about_ca_topic_score_gemma":0.06564122,"domain_scores_codex":[0.9983436,0.0002177998,0.0003357795,0.0003994948,0.0001795719,0.0005237145],"domain_scores_gemma":[0.9949697,0.004465238,0.0002163,0.0002580027,0.00002688368,0.00006388266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003531344,0.0001661018,0.6071858,0.0000469626,0.00009150538,0.00001116328,0.001129769,0.00002019512,0.0003365493,0.00004781105,0.3908025,0.0001581042],"study_design_scores_gemma":[0.0008762866,0.0008004303,0.9784814,0.00002382488,0.00003374418,0.000001773334,0.0008620899,0.00004139663,0.007285012,0.002330858,0.009214324,0.000048899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981923,0.00004600855,0.000001406059,0.001644765,0.0003833978,0.0007120059,0.00001928313,0.0000231323,0.01524702],"genre_scores_gemma":[0.9917151,0.0003980216,0.00007413805,0.001417366,0.00002348471,0.0002089531,0.00000983028,0.00001555067,0.006137512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3815882,"threshold_uncertainty_score":0.9514084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004235538831663197,"score_gpt":0.1948858460649791,"score_spread":0.1906503072333159,"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."}}