{"id":"W3127123133","doi":"","title":"Ramblings of a Variable-Star Addict: Just the Bare Basics","year":2006,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Variable star; Astrophysics; Star (game theory); Astronomy; Variable (mathematics); Physics; Mathematics; Stars; Mathematical analysis","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":[0.001501243,0.0003948377,0.0005396951,0.0005435614,0.003734941,0.004653345,0.001037708,0.002573474,0.01750531],"category_scores_gemma":[0.00747806,0.0003426768,0.0003101095,0.0004145947,0.0136276,0.014375,0.002806101,0.005060793,0.003336175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108059,"about_ca_system_score_gemma":0.0009638449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002053642,"about_ca_topic_score_gemma":0.002459527,"domain_scores_codex":[0.9993167,0.0002232173,0.00001741107,0.0001268196,0.0002069368,0.0001090101],"domain_scores_gemma":[0.9980268,0.0005623749,0.0001134925,0.0005454042,0.0004305841,0.0003213862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000766402,0.00002866745,0.0006765162,0.00003728828,0.00001340357,0.0002059132,0.002471987,0.0002124714,0.0006547028,0.943306,0.03820584,0.01411053],"study_design_scores_gemma":[0.00001580277,0.00002431918,0.0004669143,0.00006350516,0.000009841018,0.0003364595,0.00145073,0.001214252,0.0004706868,0.8629417,0.1329748,0.00003092575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1152324,0.006609667,0.04417491,0.1665299,0.00469676,0.00006458334,0.0004433318,0.001142253,0.6611062],"genre_scores_gemma":[0.8945418,0.001919924,0.006568724,0.01624447,0.001237286,0.00003648741,0.0001046587,0.0005952006,0.07875143],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01750531,"threshold_uncertainty_score":0.05856115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009498887509826087,"score_gpt":0.1752548305762262,"score_spread":0.1657559430664001,"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."}}