{"id":"W6948239151","doi":"10.48550/arxiv.1506.08785","title":"NIHAO III: The constant disc gas mass conspiracy","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Chromatography in Natural Products","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Halo; Star formation; Galaxy; Virial mass; Supernova; Virial theorem; Stellar mass; Disc galaxy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003327993,0.000602477,0.0005624907,0.0001501031,0.0003055019,0.0001380548,0.001786488,0.0005816115,0.0008105756],"category_scores_gemma":[0.000135605,0.0005147602,0.000437293,0.0005164111,0.0009545897,0.0001811937,0.001116638,0.001803448,0.0001686574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003825425,"about_ca_system_score_gemma":0.0005913616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003963668,"about_ca_topic_score_gemma":0.00008279025,"domain_scores_codex":[0.9974005,0.0001008746,0.0003472178,0.001341597,0.0002171699,0.000592625],"domain_scores_gemma":[0.9962797,0.0002449323,0.0004909591,0.002307101,0.0003900023,0.0002873187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002626434,0.001587475,0.06904344,0.004921256,0.00739524,0.01176836,0.004418646,0.09219357,0.03568936,0.6040392,0.1642059,0.00211115],"study_design_scores_gemma":[0.01310358,0.000160437,0.0004451449,0.00260236,0.004271836,0.0003172486,0.008614142,0.04461786,0.05693827,0.6841714,0.1759533,0.008804398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817795,0.001045596,0.0002612549,0.0004222329,0.0008424086,0.0003706923,0.0002340384,0.000450882,0.1145934],"genre_scores_gemma":[0.9919833,0.0004547322,0.00007162496,0.00008267696,0.0003132264,0.000001552747,0.0001149378,0.00005502677,0.006922912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102038,"threshold_uncertainty_score":0.9997304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06647965899458055,"score_gpt":0.1921827881024973,"score_spread":0.1257031291079167,"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."}}