{"id":"W1560761392","doi":"10.1007/978-94-015-9723-4_12","title":"Systematic Search for Wolf-Rayet Binaries in the Magellanic Clouds: Preliminary Results","year":2001,"lang":"en","type":"book-chapter","venue":"Astrophysics and space science library","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Wolf–Rayet star; Astrophysics; Metallicity; Large Magellanic Cloud; Small Magellanic Cloud; Stars; Astronomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004085985,0.0004229442,0.0005933251,0.0001601945,0.0005306094,0.000450034,0.0006843985,0.00007979332,0.00003832052],"category_scores_gemma":[0.00001014639,0.0002938402,0.000146208,0.0002051487,0.0006490074,0.0004513865,0.0002740211,0.0003944765,0.00002950451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001373714,"about_ca_system_score_gemma":0.0001801625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000483279,"about_ca_topic_score_gemma":0.000001267048,"domain_scores_codex":[0.9978232,0.00004612424,0.0004198148,0.0006610516,0.0005061063,0.0005437349],"domain_scores_gemma":[0.9983364,0.0006777205,0.0002479878,0.0005859216,0.00004960406,0.0001023956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009520403,0.0002404135,0.02351289,0.004155911,0.000424445,0.00009610526,0.007974919,0.0002228789,0.00002848971,0.9409766,0.01460801,0.006807271],"study_design_scores_gemma":[0.01347659,0.01483882,0.07287456,0.03440092,0.003262847,0.0002190365,0.04000547,0.01266219,0.001063678,0.6227357,0.1737105,0.01074968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006635435,0.001967999,0.0004586916,0.002074027,0.0004450803,0.002192993,0.0003051337,0.00005173077,0.9858689],"genre_scores_gemma":[0.8602699,0.0006816,0.001427129,0.0002350382,0.001632375,0.0001011614,0.0004088625,0.000119191,0.1351248],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8536344,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459507510134691,"score_gpt":0.221299054922626,"score_spread":0.2067039798212791,"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."}}