{"id":"W4285268912","doi":"10.3354/meps14101","title":"Ocean acidification and bivalve byssus: explaining variable responses using meta-analysis","year":2022,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Byssus; Meta-analysis; Ocean acidification; Ecology; Biology; Climate change; Mussel; Medicine","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":[0.001228393,0.0001895989,0.0005204921,0.0004121427,0.001105705,0.0001206018,0.0002283577,0.00006088676,0.008173546],"category_scores_gemma":[0.0001323752,0.0001550492,0.0001786227,0.0008748427,0.0003064568,0.0003002956,0.0001473355,0.0001853572,0.000008350168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001139585,"about_ca_system_score_gemma":0.00008357533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558613,"about_ca_topic_score_gemma":0.0001022653,"domain_scores_codex":[0.9977738,0.0009185066,0.0003095214,0.0004478257,0.0002271774,0.0003231521],"domain_scores_gemma":[0.9988235,0.0004952623,0.0002299394,0.000300548,0.0000594789,0.00009131806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006530625,0.00005375913,0.9725303,0.00002665868,0.01080733,0.00003535209,0.0004353485,0.01367847,0.00003335887,0.0005420943,0.0001096632,0.001094593],"study_design_scores_gemma":[0.0003526431,0.0007003106,0.9342684,7.8718e-7,0.02621562,0.0002718084,0.002039365,0.02189119,0.0002079008,0.0009687715,0.01260003,0.0004832058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959968,0.001627872,0.00002436313,0.001192259,0.0001985417,0.0003349247,0.0001686361,0.0001070725,0.0003495457],"genre_scores_gemma":[0.9922268,0.00003497765,0.005500871,0.0001834463,0.00003504657,0.00001086066,0.000275625,0.00000746588,0.001724868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03826195,"threshold_uncertainty_score":0.9927331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04411846089016916,"score_gpt":0.2641973339711278,"score_spread":0.2200788730809587,"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."}}