{"id":"W6910557901","doi":"10.48550/arxiv.1206.4693","title":"Molecular and atomic line surveys of galaxies I: the dense, star-forming phase as a beacon","year":2012,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Galaxy; Star formation; Line (geometry); Luminosity; Interstellar medium; Redshift; Atomic carbon; Spectral line; Hydrogen line; Carbon monoxide","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003798134,0.0001695984,0.0001497501,0.0007597694,0.000183265,0.0006494252,0.0003865284,0.000285977,0.001403688],"category_scores_gemma":[0.001090338,0.0001398462,0.0001486839,0.0007498547,0.0003251657,0.0007987189,0.0003855695,0.0001797044,0.0002883957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00063815,"about_ca_system_score_gemma":0.0002487504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110336,"about_ca_topic_score_gemma":0.01345764,"domain_scores_codex":[0.999899,0.00003116637,0.000003993276,0.00002620899,0.00002110282,0.00001846493],"domain_scores_gemma":[0.9995227,0.00008736383,0.0001641101,0.0000530033,0.00006002459,0.0001128467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007661579,0.00003608989,0.9629132,0.00004155807,0.00002426309,0.00002580729,0.0002138889,0.009252979,0.002632991,0.009322803,0.0008370563,0.01462272],"study_design_scores_gemma":[0.00003263624,0.0001564212,0.9212049,0.00003640933,0.00002668533,0.00009274768,0.0003517065,0.06287877,0.001403997,0.007147464,0.00665473,0.00001349662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816713,0.0004624361,0.01008631,0.0003231925,0.000006201116,0.00003461909,0.002271011,0.0001565324,0.004988348],"genre_scores_gemma":[0.9940082,0.0001822179,0.004487209,0.00003506208,0.0000155959,0.0000139994,0.0006498461,0.00000652536,0.0006013049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110336,"threshold_uncertainty_score":0.02193874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985485486179039,"score_gpt":0.2097006692292181,"score_spread":0.1698458143674277,"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."}}