{"id":"W3165031977","doi":"10.1016/j.jmarsys.2021.103575","title":"Macrozooplankton and micronekton community structure and diel vertical migration in the Heard Island Region, Central Kerguelen Plateau","year":2021,"lang":"en","type":"article","venue":"Journal of Marine Systems","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Tula Foundation; University of British Columbia","funders":"","keywords":"Oceanography; Plateau (mathematics); Polar front; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005174918,0.0001080781,0.0002555763,0.00005455738,0.000124339,0.000165875,0.0001191445,0.00007119266,0.00005173076],"category_scores_gemma":[0.00005674244,0.00006738616,0.00003276352,0.00011353,0.00003652527,0.0001635983,0.00003565567,0.0004506035,8.94657e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006822235,"about_ca_system_score_gemma":0.00004889526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01635287,"about_ca_topic_score_gemma":0.1061219,"domain_scores_codex":[0.9985783,0.0005493885,0.0003902942,0.00009015667,0.000207471,0.0001844512],"domain_scores_gemma":[0.9994148,0.0001827695,0.0001160293,0.0001324502,0.00006531087,0.00008864648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114246,0.00001872494,0.9924023,0.0001473366,0.00002609665,0.0002162073,0.0009232878,0.0001459617,0.0001185344,0.00003289346,0.001422894,0.004434333],"study_design_scores_gemma":[0.0005852228,0.0002110029,0.9794745,0.00007925522,0.00002214786,0.005430745,0.001937598,0.002757802,0.00003576535,0.0002074738,0.009161818,0.00009660779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996677,0.001230268,0.00001859193,0.0007948927,0.0002825256,0.00009687141,0.00001883348,0.000002871113,0.0008781465],"genre_scores_gemma":[0.9992227,0.0003096267,0.00002052339,0.00009162101,0.0001989595,2.09481e-7,0.00004499557,0.000002435368,0.000108927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08976904,"threshold_uncertainty_score":0.9901973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032056906835649,"score_gpt":0.1942010318245616,"score_spread":0.1838804627562051,"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."}}