{"id":"W4410505034","doi":"10.7717/peerj.19470","title":"Support for the intermittent upwelling hypothesis using 10 years of barnacle recruitment data from a western ocean boundary in Atlantic Canada","year":2025,"lang":"en","type":"article","venue":"PeerJ","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Upwelling; Barnacle; Downwelling; Intertidal zone; Pelagic zone; Oceanography; Abiotic component; Rocky shore; Submarine pipeline; Ecology; Intertidal ecology; Geology; Larva; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300358,0.0002184871,0.0002902588,0.001066039,0.001505192,0.001248192,0.001220661,0.0003770625,0.001155316],"category_scores_gemma":[0.005471965,0.0002056451,0.000559154,0.001577641,0.0008078988,0.000431854,0.0008724935,0.0005473176,0.0001549831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007196844,"about_ca_system_score_gemma":0.007823832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9617357,"about_ca_topic_score_gemma":0.985587,"domain_scores_codex":[0.9990355,0.00008312838,0.00007407283,0.0003144571,0.0002163569,0.0002765207],"domain_scores_gemma":[0.9933977,0.0009771978,0.001600689,0.0003602204,0.002231552,0.001432576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002398589,0.00000789054,0.9976867,0.000007114979,0.00004116855,0.000032771,0.0002482866,0.0001523625,0.0002452382,0.00003945368,0.0001975551,0.001317338],"study_design_scores_gemma":[0.000002153006,0.000006036246,0.9983656,0.000007923419,0.00001533194,0.00001347271,0.000475213,0.00077937,0.00003760944,0.0000145822,0.0002779735,0.000004685225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978576,0.0001024831,0.0001308972,0.0001257222,0.00000632392,0.000005575201,0.0009621029,0.000007828056,0.000801533],"genre_scores_gemma":[0.9985863,0.00004063312,0.0001081687,0.0000370386,0.000004252752,0.000004051071,0.001003321,0.000003650576,0.0002126539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03826427,"threshold_uncertainty_score":0.07697916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09541892756741352,"score_gpt":0.2730424977440485,"score_spread":0.177623570176635,"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."}}