{"id":"W2002865972","doi":"10.1051/0004-6361:20031048","title":"Radio emission models of colliding-wind binary systems","year":2003,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"University of Leeds","keywords":"Physics; Synchrotron; Astrophysics; Computational physics; Opacity; Radiative transfer; Spectral line; Equipartition theorem; Magnetic field; Astronomy; 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":[0.0002113307,0.0004198548,0.000412078,0.0003396776,0.0004501392,0.0007293459,0.0009247296,0.0005271251,0.001471059],"category_scores_gemma":[0.001106818,0.0003500948,0.0003600796,0.0003692667,0.0003850989,0.0004647475,0.0005033924,0.0003678574,0.0002407308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007248745,"about_ca_system_score_gemma":0.0003224872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00756468,"about_ca_topic_score_gemma":0.003118929,"domain_scores_codex":[0.9998766,0.00002944741,0.000007230547,0.00002779513,0.00002929531,0.00002947806],"domain_scores_gemma":[0.9996854,0.0001014061,0.00007733777,0.00002378517,0.00005163892,0.00006047643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004338787,0.00001975701,0.004995293,0.00001344408,0.00001943466,0.0001724716,0.0000645879,0.9878836,0.00301433,0.002552272,0.0001051104,0.001116333],"study_design_scores_gemma":[0.00002695113,0.00001690907,0.001581757,0.000002069546,0.000006050946,0.00005110857,0.00001838395,0.996914,0.0004713035,0.000721357,0.0001844261,0.000005713152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97895,0.0001266988,0.01595497,0.00006369322,0.000009628681,0.00002229384,0.00009947795,0.0001161626,0.004657004],"genre_scores_gemma":[0.9942543,0.00006330686,0.004624751,0.00001946795,0.000009058568,0.00002134823,0.0001240817,0.00003254925,0.0008512806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00756468,"threshold_uncertainty_score":0.01504135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009714224892232736,"score_gpt":0.1964867571904461,"score_spread":0.1867725322982134,"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."}}