{"id":"W2006321533","doi":"10.1088/0004-637x/748/1/25","title":"MOLECULAR TRACERS OF TURBULENT SHOCKS IN GIANT MOLECULAR CLOUDS","year":2012,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"","keywords":"Molecular cloud; Turbulence; Physics; Supersonic speed; Shock (circulatory); Ambipolar diffusion; Dissipation; Astrophysics; Magnetohydrodynamic turbulence; Radiative cooling; Radiative transfer; Shock wave; Computational physics; Mechanics; Atomic physics; Magnetohydrodynamics; Plasma; Thermodynamics; Nuclear physics; Optics","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":[0.0002596878,0.0004087012,0.0003496535,0.0004724537,0.0004739806,0.0008759993,0.0004822203,0.0004350672,0.0007275899],"category_scores_gemma":[0.001052604,0.000381501,0.0003905916,0.0005976366,0.0005293029,0.0004964872,0.0006079444,0.0004453649,0.0000803697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114446,"about_ca_system_score_gemma":0.0003294572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008587881,"about_ca_topic_score_gemma":0.006145459,"domain_scores_codex":[0.9999129,0.00001943291,0.000004740498,0.00001480416,0.00001811792,0.00003006431],"domain_scores_gemma":[0.9997106,0.00009971985,0.00006353709,0.00002677665,0.00002787692,0.00007150852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008057628,0.0002736411,0.07316487,0.00005579841,0.00016032,0.000358174,0.0004591505,0.8447719,0.06599142,0.0089448,0.0004320838,0.004582177],"study_design_scores_gemma":[0.0001816399,0.000153946,0.02921712,0.00001044472,0.00003915902,0.00005284076,0.0001113569,0.9550688,0.01255191,0.00200763,0.0005753048,0.0000298191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978886,0.00004120351,0.001256077,0.00003145978,0.000004246305,0.000009131687,0.00007590203,0.00008688121,0.0006065041],"genre_scores_gemma":[0.9989666,0.00002876762,0.0007325701,0.00001162742,0.000002715177,0.000005384537,0.0001089704,0.00002095048,0.0001224072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008587881,"threshold_uncertainty_score":0.01707578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008041444184798104,"score_gpt":0.2365558549570359,"score_spread":0.2285144107722378,"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."}}