{"id":"W2944516963","doi":"10.1002/ecs2.2734","title":"Occupied and abandoned structures from ecosystem engineering differentially facilitate stream community colonization","year":2019,"lang":"en","type":"article","venue":"Ecosphere","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège de Maisonneuve; Concordia University","funders":"National Science Foundation","keywords":"Caddisfly; Ecosystem engineer; Hydropsychidae; Ecology; Habitat; Biomass (ecology); Community structure; Ecosystem; Biology; Colonization; River ecosystem; Invertebrate; Larva","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":[0.00008462186,0.0001174811,0.0001543901,0.000007055963,0.0001702135,0.00002713283,0.0001381584,0.00005578014,0.004873457],"category_scores_gemma":[0.00002026836,0.000108163,0.00001937346,0.00005040039,0.00002717568,0.0001245995,0.0002884949,0.0001249464,0.0004524259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004709011,"about_ca_system_score_gemma":0.000001641532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005550557,"about_ca_topic_score_gemma":0.01391649,"domain_scores_codex":[0.9994227,0.00005950233,0.0001194204,0.0001641233,0.00008346893,0.000150826],"domain_scores_gemma":[0.99964,0.00009285082,0.0000466637,0.0001830778,0.000003784504,0.00003358853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006834042,0.00007263012,0.963133,0.00008083937,0.0001688753,0.000003519374,0.001823633,0.004105689,0.001131783,0.000213932,0.02814302,0.001054691],"study_design_scores_gemma":[0.000497643,0.00006415303,0.9940381,0.000008546322,0.00001807255,3.614125e-7,0.0002754265,0.002266679,0.0001293816,0.0003737351,0.002201037,0.0001268685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885978,0.00002194106,0.0002156023,0.00006151218,0.0001969742,0.0002518746,0.00003654062,0.00006312719,0.0105546],"genre_scores_gemma":[0.998735,0.00001973038,0.0002878684,0.00008166477,0.000008759182,0.00001036564,0.00003587749,0.000007856703,0.0008129355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03090505,"threshold_uncertainty_score":0.9960362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00646376296256901,"score_gpt":0.1718860957145452,"score_spread":0.1654223327519762,"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."}}