{"id":"W6931122724","doi":"10.5281/zenodo.7094705","title":"CliMA/TurbulenceConvection.jl: v1.2.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Documentation; Process (computing); Relation (database); Identification (biology)","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":[0.001883678,0.003647822,0.002470089,0.001703451,0.001234774,0.005898999,0.008178857,0.00335687,0.3628923],"category_scores_gemma":[0.006041497,0.003928761,0.003432012,0.001770173,0.0009402094,0.004877984,0.004051411,0.006548702,0.3940862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710157,"about_ca_system_score_gemma":0.001916496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167572,"about_ca_topic_score_gemma":0.008111927,"domain_scores_codex":[0.9988382,0.0001276795,0.00009847451,0.0002106714,0.0005072716,0.0002177126],"domain_scores_gemma":[0.9980285,0.0004360813,0.0000931496,0.0005400865,0.0005675441,0.0003346924],"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":[0.0001167174,0.00002924557,0.0003672731,0.000363631,0.00004928105,0.00005654278,0.00006952143,0.001374658,0.00071228,0.003066008,0.9855973,0.008197503],"study_design_scores_gemma":[0.0005806916,0.00004268741,0.00161535,0.0001879961,0.00004482219,0.000163715,0.0000651207,0.01602724,0.009102345,0.01037422,0.9615411,0.000254733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007766175,0.0002191313,0.03866308,0.0004977832,0.0006029218,0.0001606693,0.1430988,0.7871473,0.02883356],"genre_scores_gemma":[0.008903408,0.0002748979,0.01922417,0.000688152,0.0001825046,0.0004116431,0.1791791,0.7687431,0.02239294],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3628923,"threshold_uncertainty_score":0.9087568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911110857523714,"score_gpt":0.2471938671597952,"score_spread":0.2180827585845581,"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."}}