{"id":"W6950360443","doi":"10.5281/zenodo.6134737","title":"Chrysorithrum duda Saldaitis & Ivinskis, sp. n.","year":2014,"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":"Wingspan; Wedge (geometry); Margin (machine learning); Chord (peer-to-peer); Type locality","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":[0.0001487878,0.001126935,0.0004560802,0.00213814,0.002037665,0.0003425634,0.000841995,0.0007278032,0.01078368],"category_scores_gemma":[0.0004150708,0.0003234618,0.0002089245,0.001840668,0.0006910174,0.001196124,0.00147059,0.0007987139,0.00347588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086405,"about_ca_system_score_gemma":0.0006288892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01504899,"about_ca_topic_score_gemma":0.03152842,"domain_scores_codex":[0.9997783,0.00002053756,0.00001965941,0.00008738701,0.0000633942,0.00003067956],"domain_scores_gemma":[0.9996505,0.00006154803,0.000128858,0.00003718147,0.00007723019,0.00004470218],"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":[0.001575699,0.0004073898,0.07064708,0.004703873,0.0002497302,0.01149185,0.003794121,0.002084516,0.1368956,0.006667075,0.06133069,0.7001523],"study_design_scores_gemma":[0.0003814626,0.0004111271,0.685446,0.0006470791,0.0001376673,0.01600057,0.001994688,0.000714522,0.005813563,0.002203067,0.2861626,0.00008767754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4871167,0.02908483,0.008157007,0.001914773,0.001064828,0.001877391,0.014935,0.0008135538,0.4550359],"genre_scores_gemma":[0.9715524,0.003704392,0.003037923,0.0005715441,0.0002358789,0.0002432208,0.002387868,0.00003175895,0.01823489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504899,"threshold_uncertainty_score":0.036075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075272860097246,"score_gpt":0.2390842865160736,"score_spread":0.2183315579151011,"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."}}