{"id":"W3107331851","doi":"10.1093/mnras/staa4007","title":"On filament fragmentation and the impact of ambient environment on it","year":2020,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Protein filament; Physics; Astrophysics; Star formation; Instability; Mechanics; Molecular physics; Chemical physics; Stars; Composite material; Materials science","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":[0.0002300108,0.0003194913,0.000425899,0.0004279212,0.0006895938,0.001072144,0.0005180229,0.0005481555,0.002608908],"category_scores_gemma":[0.001422547,0.0001625743,0.0003874829,0.0003476796,0.0008231186,0.0008252875,0.0008627628,0.0004064472,0.0001889972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007693762,"about_ca_system_score_gemma":0.0002750658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007002403,"about_ca_topic_score_gemma":0.002842602,"domain_scores_codex":[0.9998959,0.00002419226,0.000003926981,0.0000175282,0.00001504344,0.00004343206],"domain_scores_gemma":[0.9994758,0.000204123,0.00009582903,0.00004628248,0.00005238793,0.0001255905],"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":[0.000301645,0.0001467074,0.03180121,0.00008598612,0.0001149684,0.0009537573,0.000251108,0.9394513,0.01222302,0.008499444,0.0007836674,0.005387087],"study_design_scores_gemma":[0.00005936941,0.000194934,0.02532586,0.00002008527,0.00004042724,0.0001460928,0.0001437346,0.967213,0.002204759,0.003534164,0.001088496,0.00002912548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913529,0.0001544279,0.002701967,0.0001164389,0.00001394515,0.00001241145,0.0001584533,0.00005431828,0.005435121],"genre_scores_gemma":[0.999127,0.00006999424,0.0003658919,0.00001364179,0.000005433036,0.000005258015,0.00007567734,0.00001908948,0.000317994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007002403,"threshold_uncertainty_score":0.01392329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008470988396119886,"score_gpt":0.2160881452749308,"score_spread":0.2076171568788109,"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."}}