{"id":"W1510680370","doi":"10.1007/978-1-4020-5573-7_14","title":"THE DISK MASS PROJECT","year":2007,"lang":"en","type":"book-chapter","venue":"Astrophysics and space science proceedings","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005391522,0.000525658,0.0003911261,0.0001643524,0.001716257,0.0009802192,0.0008964045,0.00008354203,0.00004642341],"category_scores_gemma":[0.00001231571,0.0003696187,0.0001998699,0.0002753654,0.00233298,0.000503954,0.0004984105,0.000999467,0.00008284305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007927689,"about_ca_system_score_gemma":0.0004170696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005070702,"about_ca_topic_score_gemma":6.300787e-7,"domain_scores_codex":[0.9966238,0.000003250694,0.0003159921,0.0008858338,0.001083276,0.001087882],"domain_scores_gemma":[0.9985115,0.00008778423,0.0003141463,0.0002961264,0.0004585966,0.0003318725],"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":[0.00002141371,0.0000147821,0.0001354118,0.000006011189,0.00003604532,0.000001033246,0.00007499559,6.663104e-7,0.001115613,0.7468714,0.0003689993,0.2513536],"study_design_scores_gemma":[0.00112054,0.001118799,0.0007097115,0.0004982451,0.0002365923,0.000005234121,0.003039702,0.002121859,0.01207819,0.2999676,0.676501,0.00260256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00484141,0.0001181467,0.01909472,0.0005522336,0.0002518422,0.0009434024,0.0000810359,0.00007144296,0.9740458],"genre_scores_gemma":[0.68707,0.00007990306,0.005239196,0.00002885945,0.002486916,0.00005345735,0.00002020911,0.0001413886,0.3048801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6822286,"threshold_uncertainty_score":0.9998756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897026298275691,"score_gpt":0.2827197961544476,"score_spread":0.2637495331716907,"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."}}