{"id":"W2101207276","doi":"10.1007/978-1-4020-6933-8_47","title":"Contrasting the Milky Way and M 31 Satellite Galaxies","year":2008,"lang":"en","type":"book-chapter","venue":"Astrophysics and space science proceedings","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Milky Way; Satellite galaxy; Satellite; Galaxy; Astronomy; Astrophysics; Physics; Geography","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","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0002539999,0.0005320101,0.0004867699,0.000117749,0.001452186,0.0006001887,0.0005236536,0.00007494597,0.00003520624],"category_scores_gemma":[0.00001372328,0.0003866491,0.0001376411,0.0001718346,0.003049651,0.0005548077,0.0005605819,0.0008656469,0.00003414246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004027093,"about_ca_system_score_gemma":0.0002150931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003924527,"about_ca_topic_score_gemma":3.087064e-7,"domain_scores_codex":[0.9972976,0.000004096766,0.000286433,0.0008816337,0.0007189531,0.0008112477],"domain_scores_gemma":[0.998714,0.00009515401,0.0002800183,0.0002115688,0.0003433188,0.0003559672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003619152,0.00004166957,0.00367405,0.00003028473,0.0001082374,0.000003028595,0.001094818,0.000001986389,0.006564002,0.5719877,0.0006365762,0.4158215],"study_design_scores_gemma":[0.005811168,0.003876754,0.1695093,0.0033803,0.001116612,0.0001126931,0.01163613,0.008957551,0.04269115,0.1971469,0.5454059,0.01035552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3450154,0.001657514,0.003160306,0.002464357,0.0003149564,0.001724776,0.0001405731,0.0001428906,0.6453792],"genre_scores_gemma":[0.9625846,0.0002727277,0.001078155,0.00001675477,0.0008045439,0.000019291,0.000007751492,0.00005125774,0.03516487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6175692,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336229851842502,"score_gpt":0.232262920742669,"score_spread":0.218900622224244,"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."}}