{"id":"W6912925490","doi":"10.5281/zenodo.6316226","title":"Margarinotus obscurus","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); Central asia; Western europe; Prospection; China","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":[0.00007854372,0.0003671754,0.0001609084,0.000885283,0.0007844868,0.0001932403,0.000209059,0.0002321829,0.004736857],"category_scores_gemma":[0.0001840836,0.0001507458,0.0001751731,0.0003055263,0.0004363032,0.0003916974,0.0008035685,0.0001531597,0.001504749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261269,"about_ca_system_score_gemma":0.0001156742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595363,"about_ca_topic_score_gemma":0.007588075,"domain_scores_codex":[0.9999099,0.000009070408,0.00001014103,0.00004060069,0.00001899015,0.00001133094],"domain_scores_gemma":[0.9999048,0.00000992613,0.00005011225,0.00001073878,0.000009234363,0.00001534939],"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":[0.001165819,0.0001504718,0.2396409,0.0009783773,0.0002238598,0.005037194,0.005495197,0.0009001057,0.5562038,0.004212556,0.002800985,0.1831907],"study_design_scores_gemma":[0.00002351902,0.0004256034,0.9326587,0.0001902469,0.0001309055,0.005990951,0.001213029,0.0003959914,0.009755455,0.0007076671,0.04847457,0.0000334523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724348,0.001278628,0.0008079823,0.00006852797,0.00003209065,0.00003668189,0.0006120544,0.00006158834,0.02466749],"genre_scores_gemma":[0.9910899,0.0006458521,0.0009480632,0.0001025825,0.00002497938,0.00003056872,0.0008224765,0.00001295771,0.006322649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004736857,"threshold_uncertainty_score":0.01584643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421048273057962,"score_gpt":0.2367142596519235,"score_spread":0.2025037769213439,"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."}}