{"id":"W3049097864","doi":"","title":"Colliding Wind Binaries II: He I 10830 and NIRSPEC Nova Selection Project","year":2007,"lang":"en","type":"article","venue":"Keck Observatory Archive NIRSPEC","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Nova scotia; Selection (genetic algorithm); Meteorology; Environmental science; Physics; Aeronautics; Computer science; Geology; Engineering; Artificial intelligence; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174701,0.0005477445,0.0006556804,0.001267064,0.001245103,0.0008460214,0.0004763959,0.0003260103,0.003212743],"category_scores_gemma":[0.0005348677,0.0003642029,0.0003693663,0.000720148,0.0001946646,0.0003387291,0.001404242,0.0003428777,0.0008408746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007612413,"about_ca_system_score_gemma":0.0008418615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562497,"about_ca_topic_score_gemma":0.06111704,"domain_scores_codex":[0.9995995,0.00006897462,0.00001331878,0.00008731407,0.00009319253,0.0001377158],"domain_scores_gemma":[0.9990255,0.00007030107,0.0001567302,0.000127031,0.00009961141,0.0005209614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006996313,0.001377244,0.8404228,0.0001078276,0.00063546,0.001685586,0.0005859611,0.008097422,0.04364859,0.00539507,0.0322756,0.05877202],"study_design_scores_gemma":[0.0002880376,0.0003529582,0.9692645,0.00002423445,0.0001153842,0.0004515025,0.0002958285,0.01389467,0.004897255,0.001215613,0.009151478,0.0000486842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830275,0.0001357071,0.0009407314,0.0001249513,0.00002846154,0.00009246433,0.006271576,0.0001601816,0.009218483],"genre_scores_gemma":[0.9694604,0.00006745511,0.003195219,0.0001147111,0.00002788423,0.00006159162,0.02131478,0.000112186,0.005645791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562497,"threshold_uncertainty_score":0.03106803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235229747416174,"score_gpt":0.2954080127299744,"score_spread":0.2630557152558126,"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."}}