{"id":"W2007675537","doi":"10.1007/s10750-005-5445-y","title":"Responses of Hyporheic Meiofauna to Habitat Manipulation","year":2005,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Meiobenthos; Downwelling; Upwelling; Hyporheic zone; Dominance (genetics); Riffle; Ecology; Macrobenthos; Sediment; Hydrobiology; Environmental science; Oceanography; Habitat; Hydrology (agriculture); Biology; Fauna; Geology; Biomass (ecology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001549037,0.00008067651,0.00009702113,0.00003396532,0.00003603935,0.000004933481,0.0001471392,0.00005221528,0.0001336277],"category_scores_gemma":[0.00004030731,0.00006416711,0.00003475511,0.0001424397,0.00007221595,0.00007892289,0.0001124391,0.00004002727,0.00121955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007013553,"about_ca_system_score_gemma":0.00000234289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005486301,"about_ca_topic_score_gemma":0.00003071775,"domain_scores_codex":[0.9993718,0.00003660035,0.0001660464,0.0001823586,0.00008171266,0.0001615352],"domain_scores_gemma":[0.9996856,0.00003938835,0.00004682301,0.0001761392,0.000004317297,0.00004772684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006588885,0.00005265448,0.9680927,0.000002121815,0.000003861333,0.000001182122,0.0001560996,0.008283783,0.01599522,0.00007115283,0.000984343,0.00629098],"study_design_scores_gemma":[0.0003543384,0.0002684851,0.95989,0.00001310077,0.0000112832,0.00001042553,0.00002850661,0.00572517,0.01751379,0.002448653,0.01347602,0.0002602343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964386,0.00001176115,0.0002517114,0.0003865735,0.00006608707,0.0001150663,0.000007106157,0.00003920567,0.002683854],"genre_scores_gemma":[0.9957355,0.000003981188,0.003163076,0.0002444,0.00002193941,0.000006801945,0.00001242036,0.000005960317,0.000805867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249168,"threshold_uncertainty_score":0.9995581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475410068178833,"score_gpt":0.2326726629125246,"score_spread":0.2179185622307363,"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."}}