{"id":"W3119789961","doi":"","title":"Book Review: Misfortunes as Blessings in Disguise / American Association of Variable Star Observers, 2002","year":2003,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Star (game theory); Psychology; Astrophysics; Physics; Psychotherapist","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":[0.001924932,0.00101857,0.00119034,0.004182929,0.001226275,0.003185044,0.001633022,0.004723749,0.02463547],"category_scores_gemma":[0.01705093,0.0006840006,0.0005020801,0.00475592,0.001275528,0.002507356,0.001114857,0.003660273,0.01408846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003978385,"about_ca_system_score_gemma":0.005507535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.025994,"about_ca_topic_score_gemma":0.08595399,"domain_scores_codex":[0.9989451,0.0002408804,0.0001484769,0.00009937511,0.00046933,0.00009695892],"domain_scores_gemma":[0.9887698,0.003658207,0.001159804,0.0002161146,0.005472281,0.0007238354],"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":[0.000004936754,0.000001689531,0.0000558818,0.0001430219,0.00000191746,0.000007987522,0.00001115939,0.0000040418,0.000003503628,0.00006644145,0.9915633,0.008136005],"study_design_scores_gemma":[0.00001423975,0.00001119142,0.001383067,0.001527998,0.00001593159,0.0001235368,0.0001296765,0.00001249117,0.00001950813,0.0001970678,0.9965588,0.000006451455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003626476,0.5860965,0.000138242,0.1945382,0.1982848,0.00006302587,0.0009412381,0.0000811244,0.01949432],"genre_scores_gemma":[0.006299911,0.5743747,0.0003838039,0.1258135,0.1522851,0.0002052643,0.001315855,0.0001150826,0.1392068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.025994,"threshold_uncertainty_score":0.08241385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004592199879250768,"score_gpt":0.2074830984751873,"score_spread":0.2028908985959365,"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."}}