{"id":"W3009801483","doi":"","title":"V881 Persei - A Spotted, Detached Eclipsing Binary","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Binary star; Binary number; Contact binary; Physics; Astronomy; Mathematics; Stars; Arithmetic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003514045,0.0002105967,0.0003884127,0.000607969,0.001429189,0.000893842,0.0006031365,0.001195165,0.06736662],"category_scores_gemma":[0.001674999,0.0001111463,0.0001383679,0.0004549354,0.0002899269,0.0004792598,0.0006347495,0.0006083084,0.02086875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438998,"about_ca_system_score_gemma":0.0005552965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159374,"about_ca_topic_score_gemma":0.00215921,"domain_scores_codex":[0.9997228,0.00002260294,0.00001459048,0.0000594514,0.0001331723,0.0000475085],"domain_scores_gemma":[0.9986358,0.0001430171,0.0001316567,0.0001867381,0.0005528167,0.0003499207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001641724,0.0003333196,0.05301449,0.0009324393,0.00005651066,0.02765824,0.0008106201,0.0005041321,0.03626535,0.01111464,0.6823943,0.1852742],"study_design_scores_gemma":[0.0002599584,0.0004244844,0.1823057,0.0001805754,0.0000441908,0.00969203,0.0008348444,0.001511579,0.01131061,0.004591005,0.7887937,0.00005122792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4318732,0.001634189,0.001980404,0.01624411,0.0137269,0.0005804098,0.01001353,0.001744197,0.5222031],"genre_scores_gemma":[0.6692058,0.0004457593,0.001293983,0.001467039,0.002309374,0.00003616704,0.008765087,0.0002569789,0.3162197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06736662,"threshold_uncertainty_score":0.2253639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853686645959241,"score_gpt":0.2806055504055828,"score_spread":0.2620686839459904,"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."}}