{"id":"W2964348757","doi":"10.22323/1.121.0016","title":"The Redshift Evolution of LCDM Halo Parameters","year":2011,"lang":"en","type":"article","venue":"","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Redshift; Halo; Astrophysics; Physics; Scale (ratio); Series (stratigraphy); Statistical physics; Galaxy; Quantum mechanics","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":[0.0001298143,0.00004280454,0.00005849121,0.000003037635,0.0001230365,0.000004198228,0.0001971617,0.00006545881,0.0001950658],"category_scores_gemma":[0.00002999074,0.00001003899,0.0000448443,0.00009678337,0.0001225163,0.00003117871,0.0000269977,0.00004835267,0.0000391261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005961018,"about_ca_system_score_gemma":0.000001648276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004574529,"about_ca_topic_score_gemma":0.001476059,"domain_scores_codex":[0.999621,0.00002266143,0.0001019252,0.00007960902,0.00005115423,0.0001237008],"domain_scores_gemma":[0.9997842,0.00008407759,0.00004472521,0.00004673881,0.00002363771,0.00001660908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001916615,0.0002100853,0.1663537,0.000004086668,0.00006446333,0.000003451684,0.0001773815,3.955615e-7,0.2005669,0.3416869,0.001834434,0.2889065],"study_design_scores_gemma":[0.0001437322,0.0004778487,0.9264724,0.000006525428,0.00001871312,0.0000043641,0.001552659,0.00005131472,0.0225863,0.04474636,0.003811518,0.0001282385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893215,0.0001362736,0.00001441598,0.0007080619,0.00004643749,0.00007148058,0.000002260115,0.00008753701,0.009612086],"genre_scores_gemma":[0.99966,0.00002658522,0.00007501499,0.00003505481,0.000007060984,0.00000668441,7.515897e-7,1.69265e-7,0.0001887113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7601187,"threshold_uncertainty_score":0.2135834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571395438205964,"score_gpt":0.1824671486839631,"score_spread":0.1567531943019034,"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."}}