{"id":"W3080914754","doi":"10.1111/faf.12496","title":"A meta‐analysis of gas bubble trauma in fish","year":2020,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supersaturation; Fish <Actinopterygii>; Freshwater fish; Meta-analysis; Gill; Fishery; Biology; Environmental science; Ecology; Chemistry; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01324705,0.002324902,0.01090265,0.004811494,0.0008099786,0.003275285,0.002046589,0.00242863,0.005056118],"category_scores_gemma":[0.03318639,0.001244604,0.04718791,0.005064199,0.0006184519,0.001699628,0.001461337,0.002391937,0.00043284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181567,"about_ca_system_score_gemma":0.002777728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008707218,"about_ca_topic_score_gemma":0.01543617,"domain_scores_codex":[0.9888712,0.005731842,0.002492853,0.001607401,0.0008658707,0.0004308818],"domain_scores_gemma":[0.9813541,0.01396047,0.00196435,0.00100378,0.001421722,0.000295584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002062142,0.00003006554,0.01148245,0.1390522,0.8370081,0.0002040178,0.00006850444,0.0008608105,0.0003701038,0.0002110778,0.001106729,0.007543852],"study_design_scores_gemma":[0.0003377319,0.0001900261,0.009221837,0.008263153,0.9794073,0.00008976255,0.0000412991,0.0003351622,0.0001471591,0.0003173367,0.00162537,0.00002381265],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01864392,0.9747775,0.002036205,0.0006076118,0.0004650292,0.0002511083,0.002544843,0.00007357247,0.0006001676],"genre_scores_gemma":[0.6489208,0.3377762,0.005573307,0.002064514,0.0004921301,0.001174606,0.002993969,0.0001187072,0.0008859144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01324705,"threshold_uncertainty_score":0.07005799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041585444165705,"score_gpt":0.2154584154132054,"score_spread":0.1750425609715483,"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."}}