{"id":"W1995388783","doi":"10.1071/mf05052","title":"Intraspecific interference in a tropical stream shredder guild","year":2006,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Intraspecific competition; Guild; Biology; STREAMS; Ecology; Biotic component; Plant litter; Litter; Habitat; Niche; Ecosystem; Abiotic component","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":["insufficient_payload"],"category_scores_codex":[0.0003117089,0.0001182555,0.0001505198,0.0001468727,0.0001440873,0.00009002182,0.0003095824,0.00009651986,0.01501883],"category_scores_gemma":[0.00001672554,0.00009958469,0.00002429305,0.0002710756,0.0005909846,0.0001801357,0.001390553,0.0003907155,0.0009936602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160692,"about_ca_system_score_gemma":0.00000750479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02979059,"about_ca_topic_score_gemma":0.234623,"domain_scores_codex":[0.9984066,0.0001394451,0.0001873417,0.00041014,0.0002467893,0.0006096493],"domain_scores_gemma":[0.9996146,0.00004897407,0.00001369855,0.0002149905,0.00001254256,0.00009522137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008426277,0.0001595235,0.9536888,0.000009169125,0.000003610151,0.0001620018,0.0002407831,0.00003456295,0.001402859,0.0007311614,0.03988376,0.003599529],"study_design_scores_gemma":[0.001434069,0.0004787148,0.8721671,0.00001405781,0.000004527027,0.00003465862,0.0003642123,0.007809017,0.004325259,0.02750881,0.08550572,0.0003538587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627289,0.00001381113,0.00002860088,0.001093557,0.00004616598,0.0001596995,0.000008515689,0.00002067141,0.0359001],"genre_scores_gemma":[0.9933009,0.00002345423,0.0003680514,0.0001039474,0.00005638799,0.00001629884,0.00002454764,0.000008678235,0.006097717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048324,"threshold_uncertainty_score":0.9997842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847366309750337,"score_gpt":0.2552509498741826,"score_spread":0.2267772867766792,"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."}}