{"id":"W2063743761","doi":"10.1899/0887-3593(2007)26[244:ioomoi]2.0.co;2","title":"Influence of organic matter on invertebrate colonization of sand substrata in a northern Michigan stream","year":2007,"lang":"en","type":"article","venue":"Journal of the North American Benthological Society","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invertebrate; Benthic zone; Ecology; Biomass (ecology); Chironomidae; Abundance (ecology); Predation; Organic matter; Cobble; Detritivore; Habitat; Biology; Colonization; Community structure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013132,0.0002284263,0.0002359276,0.0002960903,0.0005266038,0.0006236183,0.0001856719,0.0002081086,0.0007307439],"category_scores_gemma":[0.0004483949,0.0002171263,0.000177012,0.0001717626,0.0003718899,0.0001907017,0.0004474933,0.0002325642,0.00008810702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806772,"about_ca_system_score_gemma":0.0003610794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01720079,"about_ca_topic_score_gemma":0.07797568,"domain_scores_codex":[0.9998096,0.0000419223,0.00001713669,0.00005412704,0.00004302571,0.00003423668],"domain_scores_gemma":[0.9993235,0.0001296579,0.0002024202,0.00002030727,0.00005654944,0.0002675241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002119225,0.0003874053,0.727157,0.00008465275,0.0001478371,0.000296891,0.0004780523,0.000238555,0.2632098,0.000035221,0.0001186768,0.005726772],"study_design_scores_gemma":[0.000006001415,0.0003854242,0.9969895,0.00000256688,0.00001507312,0.00002524867,0.00009907678,0.0001772559,0.002205909,0.000005637819,0.00008516007,0.000002938074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998702,0.00002385907,0.000009899043,0.000004166549,4.290829e-7,0.000002062538,0.00002026943,8.27989e-7,0.00006833415],"genre_scores_gemma":[0.9995413,0.00003751448,0.0001038118,0.00001823577,0.00000159239,0.000006682473,0.00008129025,0.000001339268,0.0002083976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01720079,"threshold_uncertainty_score":0.03420138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007186729839053696,"score_gpt":0.200511620928872,"score_spread":0.1933248910898183,"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."}}