{"id":"W6931107208","doi":"10.5281/zenodo.6165611","title":"Microvelia hinei Drake","year":2013,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Waterfall; Distribution (mathematics); Tropics; First order","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588802,0.0003403646,0.000339332,0.001076299,0.001495263,0.0003671448,0.0004217232,0.000447846,0.009912949],"category_scores_gemma":[0.000616489,0.0002027341,0.0001101002,0.0007387478,0.0004383192,0.0008177781,0.00104564,0.0004121395,0.001302345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006549974,"about_ca_system_score_gemma":0.0004690717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02190624,"about_ca_topic_score_gemma":0.04855973,"domain_scores_codex":[0.9998204,0.00001475103,0.00001032798,0.00008367101,0.00004503483,0.00002578199],"domain_scores_gemma":[0.9998308,0.00003347889,0.00005708338,0.00001401682,0.00003661128,0.0000279052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005324146,0.0002654386,0.1498491,0.001396291,0.00007952714,0.005524067,0.00637637,0.0009410354,0.09162938,0.0157444,0.0199799,0.7076821],"study_design_scores_gemma":[0.0001136136,0.0003617078,0.7470375,0.0006692377,0.0001168131,0.006865105,0.003410095,0.001136473,0.004590568,0.002921559,0.2327313,0.00004589714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7076849,0.01079194,0.005029666,0.0009107822,0.0003031082,0.0005277373,0.002780236,0.0005126095,0.271459],"genre_scores_gemma":[0.9809358,0.0009940809,0.003083126,0.0003114079,0.00004943681,0.00007313454,0.000605469,0.00002282333,0.01392453],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02190624,"threshold_uncertainty_score":0.04355752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314394973772406,"score_gpt":0.1976326694702527,"score_spread":0.1844887197325286,"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."}}