{"id":"W6892699207","doi":"10.5281/zenodo.11391587","title":"Dipsas viguieri","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panama; Taxon; Range (aeronautics); Systematics; Mountain range (options)","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":[0.0001447527,0.0004729757,0.0002320943,0.001599862,0.001113847,0.0005496429,0.0004879111,0.0002928402,0.007624128],"category_scores_gemma":[0.0003306208,0.0001144304,0.000140542,0.0005825029,0.0004604004,0.0006529563,0.001050849,0.0004745113,0.001804853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000789618,"about_ca_system_score_gemma":0.0004464639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01971946,"about_ca_topic_score_gemma":0.04222462,"domain_scores_codex":[0.9998397,0.00001446415,0.0000114948,0.0000621338,0.00003877969,0.00003348353],"domain_scores_gemma":[0.9998794,0.00001679483,0.00004561717,0.00001442966,0.0000228878,0.00002086933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004845225,0.0001089456,0.114501,0.001193985,0.00008516014,0.004014889,0.003411551,0.0007223141,0.02781029,0.01572175,0.02764222,0.8043034],"study_design_scores_gemma":[0.00003570257,0.000171185,0.420815,0.000570247,0.000108545,0.008481606,0.0025037,0.0003870117,0.002588282,0.002609188,0.5616912,0.00003835313],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4184729,0.02977292,0.004208886,0.001057314,0.0007778439,0.0002139213,0.007471172,0.0009594598,0.5370656],"genre_scores_gemma":[0.9711323,0.00332999,0.002968573,0.0004897103,0.00008505707,0.00004980373,0.002488599,0.00002883508,0.01942705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01971946,"threshold_uncertainty_score":0.03920937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498795816481885,"score_gpt":0.249142963427056,"score_spread":0.2241550052622371,"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."}}