{"id":"W6893938590","doi":"10.5281/zenodo.5609919","title":"Symphurus atricauda","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Period (music); Shore; Table (database)","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":[0.00009446198,0.0005031437,0.0001716285,0.001301795,0.0007781063,0.0002407168,0.0002344738,0.0001855368,0.01604349],"category_scores_gemma":[0.0002213875,0.0001516037,0.00009171474,0.0004397501,0.0003570853,0.000442134,0.0006745607,0.000194217,0.003635432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858572,"about_ca_system_score_gemma":0.0001729913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007676587,"about_ca_topic_score_gemma":0.01905788,"domain_scores_codex":[0.999885,0.000008365683,0.000009145454,0.00005711501,0.00002765428,0.00001268447],"domain_scores_gemma":[0.999867,0.00001461151,0.00006864995,0.00001115616,0.00002158811,0.00001704887],"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":[0.0006932515,0.0002936646,0.1166011,0.001342414,0.00007926778,0.00157718,0.002470079,0.0003347186,0.1142003,0.004096733,0.01849164,0.7398196],"study_design_scores_gemma":[0.0000562569,0.000620948,0.7824366,0.0005135865,0.0001282402,0.003404572,0.001949894,0.000540151,0.009009449,0.001024791,0.2002813,0.0000341511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7665693,0.006040584,0.003438934,0.0003729426,0.0001831094,0.0003258411,0.004112159,0.0009842315,0.2179728],"genre_scores_gemma":[0.9528055,0.001783622,0.005213359,0.0004703178,0.00007414463,0.0001810041,0.002625936,0.00003914219,0.03680699],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01604349,"threshold_uncertainty_score":0.05367082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732020897239974,"score_gpt":0.2494680491183286,"score_spread":0.2221478401459289,"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."}}