{"id":"W2897174976","doi":"10.1093/beheco/ary092","title":"Collective aggressiveness of an ecosystem engineer is associated with coral recovery","year":2018,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Biology; Coral; Ecology; Aggression; Habitat; Ecosystem; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002839283,0.000175013,0.0001760711,0.0004407279,0.000361728,0.0004139732,0.000128277,0.000256161,0.001729369],"category_scores_gemma":[0.00122677,0.0001141375,0.00021386,0.0002312585,0.0003651704,0.0002066838,0.0007309473,0.0004475813,0.0001245688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672465,"about_ca_system_score_gemma":0.0002168966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002054397,"about_ca_topic_score_gemma":0.009086506,"domain_scores_codex":[0.9997864,0.00003944911,0.00001692312,0.00004466207,0.000054766,0.00005772974],"domain_scores_gemma":[0.9986559,0.0001363203,0.0007535844,0.000116622,0.0001020942,0.0002354033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009412153,0.0001044686,0.9694994,0.00002499997,0.00006773709,0.0001572602,0.0005252251,0.0001097585,0.0215414,0.0000716465,0.00009941224,0.007704462],"study_design_scores_gemma":[4.192859e-7,0.00003650891,0.9992323,0.000001409459,0.000007561386,0.00007640831,0.0002271247,0.00008193976,0.0002194661,0.00002400642,0.00009105247,0.0000019124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999306,0.00004109066,0.00008244654,0.00002221064,0.000001541112,0.000001866495,0.00001206013,0.00000315392,0.0005296841],"genre_scores_gemma":[0.9995695,0.00002742921,0.00009141004,0.00000761718,0.000002336453,0.000002843744,0.0000176065,0.000001181413,0.0002800187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002054397,"threshold_uncertainty_score":0.005785286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569274768525444,"score_gpt":0.2442419120001277,"score_spread":0.2285491643148733,"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."}}