{"id":"W4311490211","doi":"10.1007/s10509-022-04102-0","title":"UV spectropolarimetry with Polstar: massive star binary colliding winds","year":2022,"lang":"en","type":"article","venue":"Astrophysics and Space Science","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Western University; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Goddard Space Flight Center; Belgian Federal Science Policy Office; National Aeronautics and Space Administration; European Space Agency; University of Denver; Space Telescope Science Institute; National Science Foundation","keywords":"Physics; Astrophysics; Opacity; Astronomy; Stars","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006618759,0.000526785,0.0006484931,0.0009771879,0.000740842,0.001443095,0.0004712662,0.0006192299,0.003428124],"category_scores_gemma":[0.000533463,0.0005992342,0.0004877297,0.00152955,0.0002796772,0.0006770965,0.001439754,0.0006758854,0.001375451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971879,"about_ca_system_score_gemma":0.0004676121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003772314,"about_ca_topic_score_gemma":0.01354929,"domain_scores_codex":[0.9994599,0.00008554443,0.00001530336,0.0001825061,0.0001450987,0.0001116049],"domain_scores_gemma":[0.9994243,0.00007110809,0.0000947565,0.0001626003,0.00009344504,0.0001538307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004274905,0.0007630878,0.5050223,0.0004370201,0.001334005,0.001688579,0.001359668,0.02678709,0.2823411,0.003758786,0.03885496,0.1333785],"study_design_scores_gemma":[0.0005994191,0.0008243521,0.8086203,0.0001415357,0.0005036255,0.001603248,0.0006033195,0.09124117,0.05331311,0.003872106,0.03845583,0.0002218856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210787,0.001173934,0.01961259,0.0006221239,0.0003412064,0.0001760198,0.0213037,0.005747273,0.02994456],"genre_scores_gemma":[0.9639643,0.0001942904,0.02374277,0.0002927945,0.0001853375,0.00004594263,0.008422422,0.000381277,0.002770946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003772314,"threshold_uncertainty_score":0.01146823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005894256942414586,"score_gpt":0.2187490358862956,"score_spread":0.212854778943881,"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."}}