{"id":"W4243522897","doi":"10.1017/s0074180900241673","title":"The Structures and Kinematics of Protoclusters","year":2004,"lang":"en","type":"article","venue":"Symposium - International Astronomical Union","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Ophiuchus; Physics; Astrophysics; Star formation; Galaxy cluster; Galaxy; Millimeter; Cluster (spacecraft); Stars; Astronomy; Molecular cloud; Computer science","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":[0.0000688538,0.00008972894,0.0000980648,0.00002489598,0.0001184577,0.0000457576,0.000140559,0.00001267447,0.00001745666],"category_scores_gemma":[0.00000239378,0.00006136633,0.00005285005,0.00002799516,0.000122578,0.0001042273,0.00009901183,0.00007340519,0.000003514658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002588102,"about_ca_system_score_gemma":0.00002094839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004518857,"about_ca_topic_score_gemma":9.96173e-7,"domain_scores_codex":[0.9994298,0.00001467477,0.0002339631,0.00009420383,0.000123731,0.0001035803],"domain_scores_gemma":[0.9996415,0.00003333736,0.0001365498,0.00008834332,0.00006845596,0.00003186323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005479004,0.00007601163,0.01176888,0.000008990442,0.0002240428,6.667353e-8,0.0004813409,0.02003807,0.001916155,0.9562531,0.0001176704,0.009060905],"study_design_scores_gemma":[0.01363503,0.001059705,0.2412258,0.0003199168,0.0002169314,0.000006914809,0.01181659,0.02906942,0.04166594,0.6324908,0.02684695,0.001645971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405369,0.000007609498,0.05210075,0.002225362,0.0002703428,0.0003727587,0.00004891915,0.00001028075,0.004427112],"genre_scores_gemma":[0.99711,0.000001621708,0.00259126,0.000007589405,0.0001526085,0.00003213508,0.00002449605,0.000005863908,0.00007440244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3237623,"threshold_uncertainty_score":0.2502446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004947291910843212,"score_gpt":0.2293922170747274,"score_spread":0.2244449251638842,"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."}}