{"id":"W3104710112","doi":"","title":"SPIRAL STRUCTURE AND GALAXY ENVIRONMENT","year":2002,"lang":"en","type":"article","venue":"","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dominion Astrophysical Observatory; Herzberg Institute of Astrophysics","funders":"","keywords":"Barred spiral galaxy; Spiral (railway); Unbarred spiral galaxy; Spiral galaxy; Interacting galaxy; Galaxy; Grand design spiral galaxy; Astrophysics; Physics; Lenticular galaxy; Irregular galaxy; Elliptical galaxy; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001941602,0.0001053255,0.0001356928,0.0009882824,0.0001662316,0.0007670745,0.00009749091,0.0001025164,0.002929331],"category_scores_gemma":[0.001569494,0.00008302458,0.0001078094,0.000659901,0.000331231,0.0003571054,0.0005702124,0.00012188,0.0004212632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177335,"about_ca_system_score_gemma":0.0001002146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684702,"about_ca_topic_score_gemma":0.00380788,"domain_scores_codex":[0.9998511,0.00003540004,0.00001115439,0.0000353749,0.00002458627,0.00004232799],"domain_scores_gemma":[0.9988425,0.00018547,0.0003405536,0.0000917736,0.0001760017,0.000363773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009133261,0.00000781849,0.9917401,0.000006760167,0.0000307487,0.00008875565,0.0001589688,0.0001576765,0.001528185,0.0004354425,0.00006850361,0.005685646],"study_design_scores_gemma":[0.000002837038,0.0000398354,0.9984477,0.000003630344,0.00001038389,0.0002271826,0.00011672,0.0001547711,0.0001098873,0.0002458012,0.0006383092,0.000002907534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972299,0.000190919,0.0001011371,0.00001773452,0.000001543601,0.000001602201,0.0001211451,0.000004371421,0.002331665],"genre_scores_gemma":[0.9993268,0.00009123232,0.00005657347,0.00000420168,0.000002335647,8.078951e-7,0.0001427485,0.000002283063,0.0003729419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002929331,"threshold_uncertainty_score":0.0097996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006371238950028385,"score_gpt":0.1719447586849533,"score_spread":0.165573519734925,"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."}}