{"id":"W3185829605","doi":"10.1111/ddi.13387","title":"Signals of resilience and change in tidepool fish communities on the Pacific coast of Vancouver Island, Canada","year":2021,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Intertidal zone; Tide pool; Ecology; Abundance (ecology); Geography; Shore; Rocky shore; Biodiversity; Community structure; Climate change; Coastal fish; Oceanography; Fishery; Biology; Habitat; Coral reef fish; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002584848,0.0002489319,0.0002618538,0.00116959,0.001813654,0.0009643367,0.0006635563,0.0002443796,0.001546847],"category_scores_gemma":[0.00115223,0.0002337952,0.0001848281,0.001715978,0.0005990401,0.0002629333,0.0009985289,0.0003837967,0.0001528507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007617802,"about_ca_system_score_gemma":0.006627704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9798921,"about_ca_topic_score_gemma":0.994505,"domain_scores_codex":[0.9997182,0.00001778089,0.00001344254,0.00006892034,0.00007043964,0.0001110827],"domain_scores_gemma":[0.9985771,0.0000698869,0.0001928706,0.00003775005,0.0007055511,0.0004168806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000721959,0.00001455187,0.9926788,0.00002254122,0.00003950045,0.00007168321,0.0008963067,0.0001109412,0.0009309017,0.00003705395,0.0004812695,0.004644412],"study_design_scores_gemma":[0.000001393883,0.00000400818,0.9987269,0.000009291874,0.000004270287,0.000007745355,0.000927999,0.00009372046,0.00002853225,0.00000486525,0.000188963,0.00000230166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981213,0.00009546144,0.00002915505,0.00005188169,0.000003245941,0.000006173675,0.0008627349,0.000002874617,0.0008271587],"genre_scores_gemma":[0.9985045,0.0001180969,0.00006640647,0.00001980066,0.000001580346,0.000006944842,0.0007110351,0.000002073923,0.0005696747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02010792,"threshold_uncertainty_score":0.05527127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278974017733848,"score_gpt":0.2131452080726758,"score_spread":0.185247806299291,"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."}}