{"id":"W4400358524","doi":"10.1007/s11433-023-2387-2","title":"The ALMaQUEST Survey XV: The dependence of the molecular-to-atomic gas ratios on resolved optical diagnostics","year":2024,"lang":"en","type":"article","venue":"Science China Physics Mechanics and Astronomy","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Materials science; Atomic physics; Physics","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":[0.001323898,0.0002207524,0.0001576157,0.00004113438,0.001009184,0.0004217958,0.0009524948,0.00002199957,0.000008649613],"category_scores_gemma":[0.00007544399,0.0001220361,0.00009414776,0.0007817746,0.0003456667,0.0002939242,0.0003698857,0.0003156028,0.00002189692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006904856,"about_ca_system_score_gemma":0.0004686407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238725,"about_ca_topic_score_gemma":0.0000201099,"domain_scores_codex":[0.9982147,0.0001081207,0.000310453,0.0003886266,0.0005369149,0.0004411721],"domain_scores_gemma":[0.9986019,0.000345874,0.0001288011,0.0006498834,0.0001507233,0.0001227844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000753236,0.00004795969,0.04439782,0.000005980603,0.0000252192,1.848606e-8,0.0005851805,0.0007627105,0.001106977,0.9487371,0.0001418226,0.004181655],"study_design_scores_gemma":[0.0003018467,0.0001998097,0.7143311,0.0001469032,0.00006318993,0.000001580672,0.0009836064,0.07033159,0.02813999,0.1841485,0.0009012033,0.0004507087],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149318,0.00007478326,0.08274978,0.0008511812,0.0005185535,0.000516574,0.0000519492,0.00001840534,0.000286923],"genre_scores_gemma":[0.9992924,0.00001079975,0.000423282,0.00001134254,0.0001397014,0.00005385339,0.000009560342,0.000017549,0.00004153471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7645886,"threshold_uncertainty_score":0.7761932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007291522710301296,"score_gpt":0.225934213149928,"score_spread":0.2186426904396268,"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."}}