{"id":"W6969147322","doi":"10.5281/zenodo.6264626","title":"Nephrocerus acanthostylus Skevington, 2005, sp. nov.","year":2005,"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":"Malaise; Allotype; Holotype; Summit","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":[0.0001619226,0.0006512059,0.000290846,0.001527081,0.001501839,0.0005170822,0.0005576924,0.0006133883,0.004699641],"category_scores_gemma":[0.000496429,0.0002281501,0.0001947747,0.00125833,0.0004522596,0.0009133684,0.0003732097,0.0006068,0.003974929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285117,"about_ca_system_score_gemma":0.00094962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0662288,"about_ca_topic_score_gemma":0.1823307,"domain_scores_codex":[0.9997728,0.00001123065,0.00002272022,0.00007926083,0.00008569559,0.0000282617],"domain_scores_gemma":[0.9995658,0.00004497783,0.000125111,0.00004522744,0.0001748608,0.00004404828],"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":[0.0007111785,0.000257728,0.1880811,0.001316856,0.000207776,0.005416564,0.004526514,0.002809729,0.06650429,0.002192565,0.03999293,0.6879829],"study_design_scores_gemma":[0.00007242284,0.0002614387,0.7565323,0.0006459239,0.0002818919,0.0117259,0.002541176,0.002042591,0.007414497,0.0005905945,0.2178199,0.00007139828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.69998,0.01137096,0.008386815,0.0009161751,0.0006864243,0.0008105332,0.009117168,0.0007184944,0.2680135],"genre_scores_gemma":[0.9212351,0.006259623,0.01358224,0.001240115,0.0002451578,0.0003136852,0.007951356,0.00007289326,0.0490999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0662288,"threshold_uncertainty_score":0.1316866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606692772935172,"score_gpt":0.2585000677315124,"score_spread":0.2324331400021606,"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."}}