{"id":"W7113501598","doi":"","title":"Marine Heat Waves Effects on Rocky Intertidal Ecosystem Functioning","year":2025,"lang":"en","type":"article","venue":"Digital Scholarship - UNLV (University of Nevada Reno)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Intertidal zone; Marine ecosystem; Climate change; Functional diversity; Biodiversity; Ecosystem diversity; Terrestrial ecosystem","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001329273,0.0001542237,0.0002682324,0.0001861678,0.0003028487,0.00006047644,0.0003240811,0.0001386284,0.00158884],"category_scores_gemma":[0.00007603785,0.0001591451,0.0000972671,0.0002754158,0.0000738189,0.0007695362,0.000108894,0.0002946536,0.0004324954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002131289,"about_ca_system_score_gemma":0.00005114475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024356,"about_ca_topic_score_gemma":0.005316558,"domain_scores_codex":[0.9990571,0.00009713924,0.0001312485,0.0003174537,0.0001220434,0.0002749986],"domain_scores_gemma":[0.9992949,0.0002936006,0.00005922149,0.0002063358,0.00004502854,0.0001009533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006052168,0.00006177401,0.9013717,0.0001481121,0.0001476171,0.00006673627,0.0001124836,0.000609962,0.0001411588,0.0005282009,0.0007321475,0.09547494],"study_design_scores_gemma":[0.0006517466,0.0004759436,0.9881749,0.00008949372,0.00003068107,0.000008179432,0.0003077211,0.001938717,0.0002191028,0.002592565,0.005329262,0.0001817612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312437,0.00003485097,0.00004972297,0.0003579048,0.0004370328,0.0001248427,0.00003829522,0.00005530643,0.06765835],"genre_scores_gemma":[0.9971984,0.00001063173,0.00004422437,0.000233927,0.00003466257,9.67058e-8,0.0002314435,0.000002554536,0.002244048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09529317,"threshold_uncertainty_score":0.9993238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007553566919398512,"score_gpt":0.1730448706949278,"score_spread":0.1654913037755293,"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."}}