{"id":"W6912872800","doi":"10.5281/zenodo.596253","title":"MITgcm/xmitgcm: v0.5.2","year":2021,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Process (computing); Identification (biology); 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":[0.002303435,0.003280991,0.001509477,0.002066499,0.0007943151,0.003295672,0.004541893,0.00225955,0.2023216],"category_scores_gemma":[0.006145564,0.002398237,0.001122238,0.001532598,0.0008226234,0.003568042,0.00299985,0.002712005,0.253317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214722,"about_ca_system_score_gemma":0.0009996655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00486854,"about_ca_topic_score_gemma":0.004013365,"domain_scores_codex":[0.9985107,0.0002748032,0.0001094125,0.0003086883,0.0006145051,0.0001818269],"domain_scores_gemma":[0.9977781,0.0004424183,0.000175572,0.0007972603,0.0005897401,0.0002169156],"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":[0.0003506399,0.00002966261,0.0003382885,0.0004497482,0.00004052805,0.00007861821,0.0001086608,0.0004606113,0.002388203,0.004387837,0.9560391,0.03532821],"study_design_scores_gemma":[0.000206998,0.00006609495,0.0007791503,0.0001336455,0.00004308598,0.0002130353,0.00002327238,0.002925489,0.00923263,0.004269172,0.9820192,0.0000881992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001901101,0.00076806,0.05686489,0.0006358576,0.0004099529,0.0002065769,0.0561302,0.8332267,0.04985669],"genre_scores_gemma":[0.0255268,0.0006463123,0.04845682,0.0009415401,0.0003827501,0.0007373976,0.2200463,0.5796649,0.1235972],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2023216,"threshold_uncertainty_score":0.6768332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256244333604142,"score_gpt":0.2570235902630954,"score_spread":0.214461146927054,"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."}}