{"id":"W7097824145","doi":"","title":"Département de physique and Observatoire du Mont Mégantic, Université de Montréal,","year":2012,"lang":"en","type":"article","venue":"","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Luminosity; Spectral line; Surface gravity; Effective temperature; Brown dwarf; Spectroscopy; Spectrograph","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001294216,0.001780291,0.001680695,0.002533007,0.003727316,0.003588141,0.002496854,0.001367119,0.1988941],"category_scores_gemma":[0.002542294,0.0005347795,0.0005772241,0.002024591,0.00148049,0.001479161,0.001405683,0.002565284,0.04034783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01986266,"about_ca_system_score_gemma":0.01025018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.612925,"about_ca_topic_score_gemma":0.5553689,"domain_scores_codex":[0.9978556,0.0002605253,0.00003610108,0.0007041949,0.000639617,0.0005040248],"domain_scores_gemma":[0.9973569,0.0005883117,0.000292064,0.0002055801,0.0007338602,0.0008233123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001308249,0.0004469061,0.05393747,0.00213086,0.0004042191,0.003213627,0.002043522,0.005496418,0.016377,0.1806182,0.4156546,0.318369],"study_design_scores_gemma":[0.0001624618,0.00008527793,0.1070772,0.0003419387,0.00003921649,0.0009637427,0.0005715042,0.005638479,0.003871936,0.008443572,0.8726305,0.0001740661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1076945,0.06818137,0.02694398,0.0447458,0.008427649,0.0006087243,0.05789025,0.00423553,0.6812723],"genre_scores_gemma":[0.1851804,0.01487893,0.02129556,0.001331157,0.001472252,0.0001619778,0.01187326,0.0008575267,0.762949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8011059,"threshold_uncertainty_score":0.7787091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007688393400712021,"score_gpt":0.2127194026207581,"score_spread":0.2050310092200461,"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."}}