{"id":"W6893179582","doi":"10.5281/zenodo.14186007","title":"1313e/CMasher: v1.9.2","year":2024,"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":"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":[0.003040059,0.004933306,0.001428614,0.002861175,0.001456306,0.006524273,0.00720745,0.003390857,0.6824463],"category_scores_gemma":[0.01568316,0.004970481,0.002412935,0.002271206,0.001056397,0.00719391,0.007792926,0.003937626,0.8072887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036948,"about_ca_system_score_gemma":0.001519491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007357059,"about_ca_topic_score_gemma":0.008369682,"domain_scores_codex":[0.9973381,0.0002979824,0.0002063867,0.0004263898,0.001407707,0.0003233662],"domain_scores_gemma":[0.9936396,0.0008065249,0.0002404155,0.002456481,0.002359627,0.0004972339],"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":[0.0001133653,0.00001803049,0.0001204187,0.0002367794,0.00001576885,0.00002747261,0.00005815475,0.0001597139,0.0009203366,0.001301577,0.980034,0.0169943],"study_design_scores_gemma":[0.00008107494,0.00001594589,0.0002813519,0.00008511097,0.00001320479,0.00009629109,0.00002086685,0.0003976305,0.00366151,0.001626162,0.9936562,0.00006468903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0003127102,0.0002180676,0.02485313,0.0003346534,0.0003762903,0.0001631193,0.03762584,0.852437,0.08367927],"genre_scores_gemma":[0.00363563,0.000201917,0.01672174,0.0006424473,0.0001086347,0.0003075912,0.05946519,0.8223829,0.09653396],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6824463,"threshold_uncertainty_score":0.4529518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426097932057758,"score_gpt":0.2572637123101688,"score_spread":0.2230027329895912,"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."}}