{"id":"W6949038811","doi":"10.5281/zenodo.10038784","title":"cf_xarray","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Metadata; Convention; Term (time); Process (computing); Product (mathematics)","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":[0.003962808,0.003472226,0.001803258,0.004148721,0.001946806,0.005738147,0.005233584,0.002856753,0.3063489],"category_scores_gemma":[0.0116309,0.001820335,0.002396751,0.005396164,0.0008474975,0.009462949,0.005622219,0.002642779,0.2435617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415748,"about_ca_system_score_gemma":0.00207771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02341643,"about_ca_topic_score_gemma":0.01717425,"domain_scores_codex":[0.9971335,0.0002836489,0.0002152364,0.0008474736,0.001118587,0.0004015482],"domain_scores_gemma":[0.9927714,0.001271684,0.0002798517,0.00320049,0.002036153,0.0004402928],"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":[0.0002176592,0.00001547154,0.0003134606,0.0001920861,0.00001716742,0.00003204221,0.00006128871,0.0001457823,0.0006496381,0.003204761,0.9816436,0.01350699],"study_design_scores_gemma":[0.00007848221,0.00001365864,0.0005993212,0.00007637905,0.00001116558,0.0000593757,0.00002495369,0.0008306558,0.002218895,0.00312438,0.9929081,0.00005466723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001079244,0.0003902874,0.04111459,0.0008558621,0.0005408624,0.0002361417,0.3376831,0.5249641,0.0931358],"genre_scores_gemma":[0.0126416,0.0005244138,0.04253273,0.001540758,0.0003936219,0.0007174127,0.6404771,0.2303985,0.0707738],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3063489,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226019158587645,"score_gpt":0.2587648268941491,"score_spread":0.2165046353082726,"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."}}