{"id":"W3045592457","doi":"10.1016/j.marenvres.2020.105093","title":"Epiphytes provide micro-scale refuge from ocean acidification","year":2020,"lang":"en","type":"article","venue":"Marine Environmental Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"Bundesministerium für Bildung und Forschung","keywords":"Epiphyte; Coralline algae; Ecology; Algae; Mesocosm; Environmental science; Oceanography; Biology; Geography; Ecosystem; Geology","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":[0.00009293398,0.0002323627,0.0004296809,0.0002897086,0.0004550213,0.0006830781,0.000332103,0.0008287063,0.006095002],"category_scores_gemma":[0.0003023265,0.000343142,0.0002594913,0.0002193477,0.0003706803,0.0006462304,0.00216764,0.0005762231,0.00119779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640188,"about_ca_system_score_gemma":0.0003645743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002401469,"about_ca_topic_score_gemma":0.01082257,"domain_scores_codex":[0.999885,0.00000680702,0.00000665422,0.00003606585,0.00002292712,0.00004261762],"domain_scores_gemma":[0.9997641,0.00002981203,0.00004578711,0.00002898233,0.0000300419,0.0001012796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003391801,0.00003985441,0.0806219,0.0001745735,0.0000956979,0.001266556,0.0004386434,0.0008585174,0.8931944,0.001121019,0.0006531368,0.0211966],"study_design_scores_gemma":[0.00005070163,0.0003830488,0.9591962,0.00003402655,0.00007631975,0.00098774,0.002378961,0.001670968,0.02317891,0.0007366544,0.01127731,0.00002916165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909365,0.0002815972,0.001323373,0.0001649501,0.0000195605,0.00001204462,0.0001582373,0.00005924943,0.007044494],"genre_scores_gemma":[0.9964679,0.0001553974,0.0008252814,0.00008865617,0.00001101385,0.000008123339,0.0001273619,0.0000149572,0.002301114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006095002,"threshold_uncertainty_score":0.0203898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357041959001768,"score_gpt":0.244513849888054,"score_spread":0.2109434302980363,"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."}}