{"id":"W2049857179","doi":"10.1088/0004-637x/791/1/27","title":"THE IDENTIFICATION OF FILAMENTS ON FAR-INFRARED AND SUBMILLIMITER IMAGES: MORPHOLOGY, PHYSICAL CONDITIONS AND RELATION WITH STAR FORMATION OF FILAMENTARY STRUCTURE","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Science and Technology Facilities Council; Ministerio de Ciencia e Innovación; European Commission; Deutsche Forschungsgemeinschaft; National Aeronautics and Space Administration","keywords":"Star formation; Molecular cloud; Longitude; Stars; Range (aeronautics); Stability (learning theory); Gravitational collapse; Protein filament; Star (game theory)","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":[0.00009709491,0.0001186902,0.000173835,0.00002898082,0.0004330167,0.00005708642,0.00009736219,0.00001363087,0.000005649426],"category_scores_gemma":[0.00000587943,0.00006224279,0.00005298952,0.00007303914,0.0003330974,0.000255218,0.00003357817,0.0002113066,0.000001405196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001054251,"about_ca_system_score_gemma":0.00000963781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005538776,"about_ca_topic_score_gemma":1.969002e-7,"domain_scores_codex":[0.9991515,0.00009890593,0.0003097584,0.00009057568,0.000223547,0.0001257385],"domain_scores_gemma":[0.9990433,0.0001539994,0.0004871653,0.0001536496,0.0001252383,0.00003665993],"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":[0.001250005,0.0007117045,0.009846454,0.00007362924,0.001069044,0.000001232341,0.01026353,0.004272562,0.6565254,0.2377472,0.001925747,0.07631343],"study_design_scores_gemma":[0.002858886,0.001709595,0.8209468,0.0001005722,0.0003524297,0.00002133456,0.006061657,0.03015162,0.03760827,0.09957775,0.0002850147,0.0003260856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764428,0.00000822045,0.02287144,0.0002708969,0.00003059007,0.0001279391,0.0001748617,0.000003177027,0.0000700595],"genre_scores_gemma":[0.9993806,0.000007261767,0.0003820455,0.00001708076,0.0001290206,0.000005906378,0.0000478159,0.000007347775,0.00002285126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8111004,"threshold_uncertainty_score":0.3330458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005598785654077328,"score_gpt":0.2238653442655062,"score_spread":0.2182665586114289,"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."}}