{"id":"W7078761614","doi":"10.48660/25080048","title":"The Transport of Specific Entropies in the Cosmic SuperWeb: CnuB, CMB, CgwB, CnucB, CIB as CsB components","year":2025,"lang":"en","type":"other","venue":"PIRSA","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"COSMIC cancer database; Component (thermodynamics); Measure (data warehouse); Cosmic ray; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000415299,0.0002704985,0.0003559725,0.0001000936,0.000117199,0.00005894412,0.002479891,0.0001851176,0.0003584519],"category_scores_gemma":[0.00003974175,0.0001671893,0.0001457234,0.000351401,0.0002033838,0.000038984,0.0001653423,0.0003675591,0.00008132705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002500621,"about_ca_system_score_gemma":0.00009991199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004323329,"about_ca_topic_score_gemma":0.0001320179,"domain_scores_codex":[0.9983078,0.0001266785,0.0003635044,0.0004460622,0.0003943781,0.000361585],"domain_scores_gemma":[0.9984035,0.0002510928,0.0001752574,0.001089062,0.00004699654,0.00003411258],"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":[0.00007375271,0.0007950548,0.01136083,0.0009259706,0.0003800851,0.0004133507,0.006955112,0.000140144,0.002047437,0.2258146,0.7290089,0.02208484],"study_design_scores_gemma":[0.000314377,0.00002190077,0.003244309,0.0002197275,0.00001134878,0.000009111292,0.000166068,0.000108204,0.0002699753,0.004286149,0.9911643,0.0001845128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001709705,0.003119714,0.002155468,0.005235377,0.0007652348,0.0004962576,0.00002899808,0.0001185574,0.9863707],"genre_scores_gemma":[0.4504128,0.001927388,0.000701029,0.0005740889,0.0002820728,0.00006773433,0.00006199189,0.00003761447,0.5459353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4487031,"threshold_uncertainty_score":0.6817782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512986709643157,"score_gpt":0.2188601896040346,"score_spread":0.203730322507603,"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."}}