{"id":"W6950030344","doi":"10.5281/zenodo.4087226","title":"clustertools: A Python Package for Analyzing Star Cluster Simulations","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Python (programming language); Software package; Software; Star cluster; Star network; Snapshot (computer storage); Cluster (spacecraft)","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":[0.00180069,0.00150058,0.001428187,0.001485315,0.001011129,0.001962628,0.003593029,0.0006750327,0.05491587],"category_scores_gemma":[0.005075698,0.0009799117,0.001462634,0.00187414,0.0005905651,0.002342591,0.00236076,0.002803483,0.02903475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000896033,"about_ca_system_score_gemma":0.002263748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006348991,"about_ca_topic_score_gemma":0.006840284,"domain_scores_codex":[0.9989049,0.0002170229,0.00009975376,0.000188182,0.0004317189,0.0001583871],"domain_scores_gemma":[0.9984998,0.0005263924,0.0001261094,0.0002602948,0.0004348355,0.0001526822],"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":[0.0003773575,0.0001627376,0.003443473,0.001380634,0.0003429685,0.0002908037,0.0004536136,0.03056354,0.004706749,0.02267748,0.8821622,0.0534386],"study_design_scores_gemma":[0.0004256847,0.00009669209,0.004214152,0.0002622055,0.0001209454,0.0002776463,0.0001829374,0.2894104,0.014522,0.05102306,0.639177,0.0002872021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01212447,0.0005466405,0.2713685,0.0006619664,0.0005512427,0.000903143,0.1803474,0.4992282,0.03426834],"genre_scores_gemma":[0.06847373,0.0009517765,0.386176,0.00130106,0.0002370845,0.003583239,0.2332982,0.2814892,0.02448974],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05491587,"threshold_uncertainty_score":0.1837119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403244337905582,"score_gpt":0.236550333683073,"score_spread":0.1962258998925148,"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."}}