{"id":"W6966830194","doi":"10.48660/16110038","title":"Probing fundamental physics with galaxies","year":2016,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Galaxy; Background radiation; Luminosity; Cosmology; Dark matter","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004719756,0.0003375133,0.000290326,0.00009675497,0.0000479607,0.00006974446,0.0001930162,0.0001112279,0.006783957],"category_scores_gemma":[0.000002933371,0.0002198229,0.00005526305,0.00009040126,0.0002371306,0.00006273199,0.00006590677,0.0001315103,0.05604758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617066,"about_ca_system_score_gemma":0.00009485481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008129832,"about_ca_topic_score_gemma":0.0001867864,"domain_scores_codex":[0.9988684,0.00002691125,0.0000936378,0.0003484086,0.0003259353,0.0003367298],"domain_scores_gemma":[0.9992974,0.00001269185,0.0002220559,0.0003881585,0.00001759391,0.00006203935],"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":[0.00002674002,0.00006787317,0.004614876,0.0001035994,0.000210631,0.0000117393,0.0002392742,2.128649e-7,0.0008122231,0.0005906537,0.9923356,0.0009865494],"study_design_scores_gemma":[0.0005716988,0.00004937419,0.0003008428,0.0009337574,0.00005819665,0.000007762824,0.00002481944,0.00000114182,0.0003209474,0.00007203065,0.9972206,0.0004388081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001279846,0.0002475408,0.00009994823,0.00003573672,0.0001531777,0.0004545416,0.0002580642,0.0008627982,0.9977602],"genre_scores_gemma":[0.01863793,0.00001038523,0.0006553914,0.00001222177,0.001228592,0.0000683536,0.00005623168,0.002608949,0.9767219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04926362,"threshold_uncertainty_score":0.994124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616276252780571,"score_gpt":0.2483194607350263,"score_spread":0.2321566982072205,"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."}}