{"id":"W2152262956","doi":"10.1088/2041-8205/712/1/l116","title":"DIRECT OBSERVATION OF A SHARP TRANSITION TO COHERENCE IN DENSE CORES","year":2010,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Science and Technology Facilities Council","keywords":"Velocity dispersion; Physics; Turbulence; Coherence (philosophical gambling strategy); Core (optical fiber); Thermal; Astrophysics; Bolometer; Dispersion (optics); Transition zone; Telescope; Optics; Computational physics; Meteorology; Galaxy; Geophysics","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":[0.000125835,0.0001131487,0.0001918611,0.00004778369,0.0001222445,0.00004448727,0.0001862456,0.00001138888,0.00003771847],"category_scores_gemma":[0.000005575781,0.00007780555,0.0001107777,0.0002002271,0.00007662059,0.0001733108,0.00002845956,0.0003556374,0.00001945431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001109438,"about_ca_system_score_gemma":0.00001784691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009234125,"about_ca_topic_score_gemma":0.000005858854,"domain_scores_codex":[0.9991765,0.00004936469,0.0002688366,0.00009630353,0.000221877,0.000187106],"domain_scores_gemma":[0.9995472,0.00005985079,0.0001204201,0.0001357926,0.00007677302,0.00006000701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008975003,0.0001106925,0.002552181,0.000003229761,0.00004717001,0.000002072596,0.002147135,0.004989672,0.975209,0.005082236,0.0005432461,0.009223637],"study_design_scores_gemma":[0.002149974,0.0004618382,0.9447422,0.0001632447,0.0001063886,0.000007931873,0.001969728,0.004584363,0.04026215,0.003914746,0.001030364,0.0006070525],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612192,0.000001386552,0.03593379,0.002494067,0.0001165755,0.000111249,0.00002044684,0.000005093704,0.0000981994],"genre_scores_gemma":[0.9966869,3.423637e-7,0.002634297,0.0002972388,0.0003485272,0.00001110312,0.000004994387,0.000008181907,0.000008467964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9421901,"threshold_uncertainty_score":0.3172818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245824929502259,"score_gpt":0.2322188359978483,"score_spread":0.2197605867028257,"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."}}