{"id":"W1967310405","doi":"10.1098/rspa.2012.0604","title":"On the discovery of the diffuse interstellar bands","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dominion Astrophysical Observatory","funders":"","keywords":"Observatory; Astronomy; Physics; Stars; Astrophysics; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001378161,0.000100025,0.0001382312,0.000005178329,0.0001802768,0.00005527236,0.0004046688,0.00001435266,0.00002388706],"category_scores_gemma":[0.00002816753,0.00004047641,0.0001732699,0.0001415676,0.0004920596,0.0001109635,0.0001748985,0.0001324426,0.000002710328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008246222,"about_ca_system_score_gemma":0.00001093767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004808935,"about_ca_topic_score_gemma":5.280204e-9,"domain_scores_codex":[0.9993985,0.000003051888,0.0001324944,0.000113918,0.0002126317,0.0001394231],"domain_scores_gemma":[0.9996384,0.0001666254,0.00007786755,0.00006812403,0.00002366081,0.00002537009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002938798,0.0003688735,0.00287826,0.0001885158,0.0001013602,4.007342e-9,0.005459607,0.0007499277,0.005465392,0.9815016,0.002643446,0.0006401109],"study_design_scores_gemma":[0.0008772185,0.0002819731,0.02072982,0.001552431,0.0001766211,7.946295e-7,0.009132631,0.2548625,0.08915206,0.6214588,0.0009223775,0.0008527618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934641,0.000004128897,0.001028039,0.000354335,0.00004684104,0.0001324272,0.000001744396,0.000006246046,0.004962166],"genre_scores_gemma":[0.9988217,1.27944e-7,0.0006952527,0.00002495687,0.00004420019,0.00001745952,3.796437e-8,0.000004088447,0.0003922074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3600428,"threshold_uncertainty_score":0.1813014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005550953432520479,"score_gpt":0.1816603176137128,"score_spread":0.1761093641811923,"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."}}