{"id":"W6931262124","doi":"10.5281/zenodo.3637632","title":"1313e/CMasher: v1.9.2","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Process (computing); Work (physics); Product (mathematics); Yield (engineering)","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":[0.002357025,0.0046227,0.001541837,0.002342351,0.00126818,0.006120356,0.007612485,0.003568013,0.7852687],"category_scores_gemma":[0.01062075,0.004251285,0.002389221,0.001659458,0.001027203,0.006859739,0.00693755,0.003921892,0.8683323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803583,"about_ca_system_score_gemma":0.001335216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004787302,"about_ca_topic_score_gemma":0.005891044,"domain_scores_codex":[0.9985065,0.0001499718,0.0001248753,0.0002887103,0.0006903219,0.0002395182],"domain_scores_gemma":[0.996278,0.000482509,0.0001374678,0.001419871,0.001284967,0.0003972415],"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":[0.0001276241,0.00001813944,0.00008868943,0.0002397391,0.00001593437,0.00002912515,0.00004133391,0.0001320735,0.001061711,0.001103733,0.9799339,0.01720804],"study_design_scores_gemma":[0.0001128528,0.00002351716,0.000342972,0.0001119834,0.00001618866,0.0001368952,0.00002179889,0.0004449945,0.004702422,0.002327659,0.9916813,0.00007751769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0003057006,0.0002920087,0.02485961,0.0003537034,0.0004983072,0.0001778987,0.04314896,0.8439659,0.08639785],"genre_scores_gemma":[0.004355103,0.0003106341,0.0160722,0.0007680028,0.0001283827,0.000378412,0.05708458,0.7951708,0.1257319],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.7852687,"threshold_uncertainty_score":0.3062881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07047723204327642,"score_gpt":0.3144736514838012,"score_spread":0.2439964194405247,"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."}}