{"id":"W2028287419","doi":"10.1155/2011/903429","title":"Dark Matter Halos: The Dynamical Basis of Effective Empirical Models","year":2010,"lang":"en","type":"article","venue":"Advances in Astronomy","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut sur la Nutrition et les Aliments Fonctionnels","keywords":"Physics; Basis (linear algebra); Statistical physics; Galaxy; Dark matter; Boundary (topology); Halo; Astrophysics; Mathematical analysis; Geometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000197931,0.0001770738,0.0002260287,0.00007321878,0.00008956656,0.0000211178,0.0003078671,0.00003633403,0.0003474292],"category_scores_gemma":[0.000005552181,0.00013654,0.00009766261,0.0001822396,0.0002474693,0.0008143258,0.00008516946,0.0003560217,0.00006583798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004534129,"about_ca_system_score_gemma":0.00004772686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007177317,"about_ca_topic_score_gemma":0.00004696054,"domain_scores_codex":[0.9988889,0.00007188458,0.0003534284,0.0002313767,0.0001555472,0.0002988954],"domain_scores_gemma":[0.9991772,0.0001698614,0.0001663071,0.0003685493,0.00006296964,0.00005517936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001401311,0.00008863022,0.9856582,0.000007417937,0.00001949059,3.904086e-9,0.0003762243,0.001591426,0.00002743358,0.00805894,0.0001320777,0.00402618],"study_design_scores_gemma":[0.0004152096,0.00002776465,0.9627948,0.00001261329,0.00001276045,5.087001e-7,0.0003770021,0.004631257,0.0001499782,0.02996018,0.001478724,0.0001391553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551991,0.0000470488,0.03564573,0.000201465,0.000222808,0.00037813,0.00002623927,0.0000134814,0.008265962],"genre_scores_gemma":[0.9931479,9.947413e-7,0.006427358,0.000005967139,0.0001350229,0.0001806882,0.0000298972,0.00001592372,0.0000562252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03794879,"threshold_uncertainty_score":0.556794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004302259654361967,"score_gpt":0.2434182809608761,"score_spread":0.2391160213065141,"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."}}