{"id":"W7096406767","doi":"","title":"Preprint typeset using L ATEX style emulateapj v. 12/01/06 NEAR-INFRARED PROPERTIES OF MODERATE-REDSHIFT GALAXY CLUSTERS: HALO OCCUPATION NUMBER, MASS-TO-LIGHT RATIOS AND ΩM","year":2008,"lang":"en","type":"article","venue":"","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Halo; Galaxy cluster; Cluster (spacecraft); Galaxy; Dark matter; Cosmology; Universe; Galaxy groups and clusters","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000788208,0.002254099,0.002063613,0.005205156,0.0009220624,0.007068409,0.002950379,0.00120749,0.7607859],"category_scores_gemma":[0.003954936,0.0009607464,0.002150201,0.004281927,0.0007351741,0.002211274,0.004193091,0.00171773,0.6728958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702806,"about_ca_system_score_gemma":0.00152845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02767291,"about_ca_topic_score_gemma":0.03721507,"domain_scores_codex":[0.9991955,0.00003762172,0.00004878014,0.0001432909,0.0004146248,0.0001601391],"domain_scores_gemma":[0.9986055,0.0001758438,0.00008478619,0.0005515409,0.0003534067,0.0002288339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000162956,0.000101892,0.002868315,0.0005219112,0.0001513551,0.0002218115,0.0001213997,0.002286752,0.001971801,0.002918099,0.9492044,0.0394692],"study_design_scores_gemma":[0.0002899696,0.00006907056,0.01820819,0.0004039948,0.00007609661,0.000304145,0.0001802022,0.009525262,0.00595735,0.007891484,0.9569501,0.0001440547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00893949,0.0004337885,0.02298039,0.001561246,0.002064618,0.0002703007,0.5569294,0.1460347,0.2607861],"genre_scores_gemma":[0.03348484,0.0009238296,0.0208486,0.0004102541,0.0005939249,0.0002400733,0.5406091,0.09815846,0.3047308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7607859,"threshold_uncertainty_score":0.3412099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116921685849911,"score_gpt":0.2733948682573373,"score_spread":0.2422256513988382,"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."}}