{"id":"W6893654160","doi":"10.5281/zenodo.4672740","title":"Okanagrion lochmum Archibald & Cannings & Erickson & Bybee & Mathewes 2021, new species","year":2021,"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":"Margin (machine learning); Space (punctuation); Perpendicular; Sequence (biology)","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":[0.0001408494,0.0007235052,0.0003432332,0.00179417,0.002106299,0.0006785968,0.0007091478,0.0005547598,0.01177536],"category_scores_gemma":[0.0002612817,0.0002260827,0.0002299305,0.001086575,0.0007399903,0.001550138,0.001039254,0.0007152532,0.002806261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331103,"about_ca_system_score_gemma":0.0006722952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03465244,"about_ca_topic_score_gemma":0.1418667,"domain_scores_codex":[0.9998713,0.000006801327,0.00001386755,0.00004652884,0.00003638286,0.00002526315],"domain_scores_gemma":[0.9998553,0.00002102179,0.00004565027,0.00001990938,0.00004347468,0.00001463496],"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":[0.0005583723,0.00009996829,0.02716728,0.00118359,0.00009742491,0.00467025,0.003742044,0.0007706169,0.02520108,0.006565178,0.03682447,0.8931198],"study_design_scores_gemma":[0.00005464066,0.0001685127,0.1879106,0.0009198145,0.0002521585,0.005565005,0.003348613,0.0003876911,0.001864986,0.001703813,0.7977565,0.00006765707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3123224,0.04023539,0.004327483,0.00134457,0.001909363,0.0005097972,0.005494711,0.0009179213,0.6329383],"genre_scores_gemma":[0.8481469,0.01251425,0.008912715,0.001164162,0.0004518963,0.000287876,0.005038761,0.0001241541,0.1233593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03465244,"threshold_uncertainty_score":0.06890148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289784389791075,"score_gpt":0.2422717370626478,"score_spread":0.2132932980835403,"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."}}