{"id":"W6950453481","doi":"10.5281/zenodo.7565527","title":"nextstrain/nextclade: 2.10.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nexen (Canada)","funders":"","keywords":"Column (typography); Row; Chose; Field (mathematics); Feature (linguistics); Row and column spaces","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003218705,0.005053811,0.003568253,0.002734957,0.001839273,0.00630483,0.007614004,0.003216438,0.3051191],"category_scores_gemma":[0.007373538,0.005749871,0.004157691,0.002041563,0.0008304478,0.005667812,0.004813072,0.006869036,0.4671754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474677,"about_ca_system_score_gemma":0.00246239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005439125,"about_ca_topic_score_gemma":0.005165587,"domain_scores_codex":[0.9982297,0.0002100347,0.0001606404,0.0005728412,0.0004799571,0.0003469005],"domain_scores_gemma":[0.9980667,0.0003849895,0.0001200127,0.0005522073,0.0006233266,0.0002526625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003880554,0.00007192563,0.0005742323,0.0009711138,0.00009260597,0.00006067643,0.0001243672,0.0003339434,0.003610178,0.001222849,0.9845145,0.008035526],"study_design_scores_gemma":[0.0004571151,0.00008774576,0.001653062,0.0003770878,0.00008501238,0.0002137492,0.0001089145,0.002837444,0.01837092,0.005308144,0.9702685,0.0002322203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001349763,0.0004568554,0.02510034,0.0004793345,0.0008862102,0.0004419574,0.4182755,0.5319544,0.02105566],"genre_scores_gemma":[0.004202183,0.0004342723,0.03403367,0.001354597,0.000132167,0.0016003,0.5806772,0.3584383,0.0191274],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3051191,"threshold_uncertainty_score":0.9911633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801818968918616,"score_gpt":0.2159584578215731,"score_spread":0.187940268132387,"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."}}