{"id":"W4403818861","doi":"10.48550/arxiv.2410.00243","title":"Does the HCN/CO ratio trace the star-forming fraction of gas? II. Variations in CO and HCN Emissivity","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Astronomical Observatory of Japan; National Institutes of Natural Sciences; Canada Research Chairs; Korea Astronomy and Space Science Institute; National Science Foundation; Universiteit Leiden; Gruber Foundation; National Radio Astronomy Observatory","keywords":"Emissivity; TRACE (psycholinguistics); Trace gas; Fraction (chemistry); Environmental science; Chemistry; Environmental chemistry; Atmospheric sciences; Physics; Optics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000238258,0.0003769677,0.0001712119,0.0003131354,0.000165085,0.00056897,0.0005834536,0.0004766765,0.0006285713],"category_scores_gemma":[0.001096337,0.0002021254,0.000272302,0.0002941408,0.0005077861,0.0007267881,0.0002960042,0.0001706303,0.0002169636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008624418,"about_ca_system_score_gemma":0.0001788231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008951,"about_ca_topic_score_gemma":0.008375383,"domain_scores_codex":[0.9998679,0.00001846164,0.00000464785,0.00005777008,0.0000214888,0.0000297854],"domain_scores_gemma":[0.9995947,0.0001156125,0.0001585642,0.00005452799,0.00003299874,0.00004350162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381216,0.00006346402,0.8625587,0.00004200477,0.0001226773,0.00009138872,0.00007829649,0.09547134,0.03160963,0.002519182,0.0001918611,0.007113286],"study_design_scores_gemma":[0.00001528795,0.00009650964,0.5895097,0.00001384943,0.00004093699,0.0002141163,0.0001058635,0.391556,0.0148328,0.002780262,0.0008074825,0.00002728188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918981,0.0001189848,0.005602927,0.00007222869,0.000003204332,0.00001204791,0.0002977901,0.0000468816,0.001947891],"genre_scores_gemma":[0.9990519,0.0000338505,0.0006540513,0.0000130869,0.000002110115,0.000004006544,0.00009245481,0.000006073772,0.0001424235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008951,"threshold_uncertainty_score":0.02006155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0476759744377197,"score_gpt":0.1893282198989074,"score_spread":0.1416522454611877,"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."}}