{"id":"W6968348216","doi":"10.5281/zenodo.14597042","title":"Agalmopolynema succineum","year":2024,"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":"Natural Resources Canada","funders":"","keywords":"Distribution (mathematics); Holotype; Term (time)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007686545,0.0005210934,0.0002143455,0.0009695524,0.0006220737,0.0002809587,0.0003474019,0.0003750201,0.009855787],"category_scores_gemma":[0.0003398845,0.0001300541,0.0001402951,0.0006135575,0.0002358719,0.0006115987,0.0009538329,0.0003866026,0.004652448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004527544,"about_ca_system_score_gemma":0.000225497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005581675,"about_ca_topic_score_gemma":0.01158772,"domain_scores_codex":[0.9998555,0.00001777876,0.00001344454,0.00004411667,0.00004961992,0.00001954994],"domain_scores_gemma":[0.9998437,0.00002086831,0.00005276932,0.00001729199,0.00003953698,0.0000257055],"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":[0.0007014511,0.0002123744,0.0533373,0.001215333,0.00007400895,0.008612151,0.001178864,0.001382038,0.2633193,0.007274806,0.02874366,0.6339487],"study_design_scores_gemma":[0.00009076426,0.0002149018,0.4431429,0.0004837761,0.00006904862,0.01338799,0.0007760425,0.0006666011,0.01743826,0.001826301,0.521864,0.00003948924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4979576,0.01027603,0.01154325,0.0008910011,0.0006470504,0.0005194522,0.01334666,0.0007827,0.4640363],"genre_scores_gemma":[0.9357002,0.002533364,0.005627712,0.0004258243,0.0001127713,0.0000960831,0.00470669,0.00005982383,0.0507374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009855787,"threshold_uncertainty_score":0.03297085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824571199895089,"score_gpt":0.2661433782467248,"score_spread":0.2378976662477739,"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."}}