{"id":"W2989806395","doi":"10.1017/s0074180900223565","title":"Search Methods for Globular Cluster Candidates in M31","year":2002,"lang":"en","type":"article","venue":"Symposium - International Astronomical Union","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Globular cluster; Physics; Galaxy; Astrophysics; Computer science","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":[0.001183271,0.0003478704,0.0004910883,0.007507006,0.0009318978,0.0009553336,0.0007020978,0.0005664004,0.006857755],"category_scores_gemma":[0.005308946,0.0002316798,0.0003220012,0.003192387,0.0002481425,0.0005831542,0.0008721153,0.0001653648,0.002030507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004361254,"about_ca_system_score_gemma":0.0008250999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003407142,"about_ca_topic_score_gemma":0.00695526,"domain_scores_codex":[0.9996257,0.00009259892,0.00003453348,0.00007776958,0.0001031484,0.0000662329],"domain_scores_gemma":[0.9974698,0.001130731,0.0003039261,0.000172647,0.0006513346,0.0002715179],"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":[0.002826688,0.000323474,0.4286973,0.0005301633,0.0002083085,0.00201203,0.001046169,0.01682497,0.05733683,0.01105314,0.01504874,0.4640922],"study_design_scores_gemma":[0.0006525562,0.0009489682,0.4733802,0.0002009061,0.0005311831,0.007026156,0.002836227,0.3704298,0.07667194,0.01658488,0.05051671,0.0002205333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719357,0.001549068,0.1109309,0.0003005165,0.00003737395,0.0004583519,0.0017295,0.002437352,0.01062115],"genre_scores_gemma":[0.8724738,0.0002842621,0.1194,0.00006216502,0.00003149282,0.0001768726,0.003009584,0.0001405233,0.00442129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007507006,"threshold_uncertainty_score":0.02294147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011903595874507,"score_gpt":0.2772519522686692,"score_spread":0.2653483563941622,"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."}}