{"id":"W2599048417","doi":"10.1086/513501","title":"Automatic Detection of Expanding H<scp>i</scp>Shells in the Canadian Galactic Plane Survey Data","year":2007,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Galactic plane; Pixel; Scale (ratio); Identification (biology); Plane (geometry); Signature (topology); Field (mathematics); Cardinal point","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002627312,0.0002014612,0.0002896028,0.0001426972,0.0004954766,0.0001941121,0.001369902,0.00003945268,0.00006306393],"category_scores_gemma":[0.0001752765,0.0001205152,0.0001133594,0.0005301412,0.0002253064,0.0003091278,0.000147572,0.001293257,0.00006373192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000976312,"about_ca_system_score_gemma":0.0003252562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02203288,"about_ca_topic_score_gemma":0.007091405,"domain_scores_codex":[0.9973387,0.0005453368,0.0004614279,0.0002294555,0.0006212705,0.0008037673],"domain_scores_gemma":[0.9965778,0.002180066,0.0002485246,0.000630695,0.00008968425,0.0002732304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001616381,0.00119604,0.1128629,0.00002188841,0.0004819952,0.00008369763,0.003229326,0.0006950821,0.05079381,0.00276553,0.001228228,0.8264799],"study_design_scores_gemma":[0.0009124975,0.0003264485,0.9736352,0.00007722524,0.00006523454,0.00002266184,0.004636125,0.00564615,0.01284697,0.001356136,0.0003336722,0.0001417058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337565,0.00001392012,0.06497893,0.00009208265,0.000112871,0.0002009977,0.00006827402,0.000005723453,0.0007706858],"genre_scores_gemma":[0.998647,8.856155e-7,0.0003665313,0.00002023927,0.0008637239,0.000004132533,0.00004414782,0.00001760203,0.00003578092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8607723,"threshold_uncertainty_score":0.9844795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732155332509812,"score_gpt":0.306924183560371,"score_spread":0.2696026302352729,"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."}}