{"id":"W2075178577","doi":"10.1093/pasj/61.4.833","title":"Subaru Weak-Lensing Survey II: Multi-Object Spectroscopy and Cluster Masses","year":2009,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Japan","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Science and Technology Facilities Council","keywords":"Velocity dispersion; Cluster (spacecraft); Galaxy cluster; Redshift; Galaxy; Spectroscopy; Brightest cluster galaxy; Galaxy group","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":[0.0004004725,0.0001569998,0.0002453036,0.00003929287,0.0003301915,0.00005084524,0.0003691198,0.00004607984,0.0000815371],"category_scores_gemma":[0.00003165624,0.0001357613,0.0002205695,0.0002405711,0.0002581444,0.0003619856,0.0001559792,0.0001538923,0.00000379969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009672573,"about_ca_system_score_gemma":0.0001050681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004095872,"about_ca_topic_score_gemma":0.00002479026,"domain_scores_codex":[0.9988597,0.00008243768,0.0004396454,0.0002166745,0.0001365934,0.0002649699],"domain_scores_gemma":[0.9987967,0.00009615716,0.0003675926,0.0004837279,0.00017355,0.00008229521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000548442,0.0001780776,0.9939764,0.000004851738,0.00005486665,1.105594e-12,0.0004048567,0.00006537913,0.0007718071,0.001969657,0.002431428,0.0001372114],"study_design_scores_gemma":[0.0004468257,0.00003713806,0.9938614,0.000008961291,0.00002464188,1.280928e-7,0.0004450973,0.002680985,0.001578697,0.0006404327,0.0001625015,0.0001132347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937573,0.00002443441,0.002578684,0.003083636,0.00004507571,0.000262765,0.00005940114,0.00002327023,0.0001654522],"genre_scores_gemma":[0.9837385,0.000001445369,0.01578742,0.000005987023,0.0000734423,0.000008689509,0.00009157385,0.00001141088,0.0002815033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01320873,"threshold_uncertainty_score":0.5536185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013939032632714,"score_gpt":0.2386017890816407,"score_spread":0.2246627564489267,"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."}}