{"id":"W6931541944","doi":"10.5281/zenodo.7941851","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":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","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":[0.001820483,0.001500409,0.001442322,0.001423523,0.001007857,0.001941839,0.003608669,0.0007268687,0.05699598],"category_scores_gemma":[0.005027245,0.0009451917,0.00148831,0.001748504,0.0006034997,0.002237752,0.002365157,0.002826035,0.02877847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008859729,"about_ca_system_score_gemma":0.002288566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005775028,"about_ca_topic_score_gemma":0.006344839,"domain_scores_codex":[0.9989225,0.0002277941,0.00009540586,0.0001778545,0.0004154098,0.0001612141],"domain_scores_gemma":[0.9984836,0.0005483642,0.0001290589,0.0002578535,0.0004170887,0.0001641468],"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":[0.0004454425,0.0001778163,0.003674582,0.001516175,0.0003887279,0.0003279693,0.0004632447,0.03208977,0.004956753,0.02632978,0.8737613,0.05586853],"study_design_scores_gemma":[0.000456843,0.0001050041,0.00408098,0.0002648903,0.0001258516,0.0002948014,0.0001822119,0.2983151,0.01413751,0.05625717,0.625497,0.0002826858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01322358,0.0006494921,0.2844678,0.0007625735,0.0006246486,0.0008921495,0.1662619,0.4970021,0.03611583],"genre_scores_gemma":[0.07748315,0.001138905,0.3852528,0.00148819,0.0002745881,0.003698183,0.2200778,0.2834342,0.0271521],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05699598,"threshold_uncertainty_score":0.1906705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0473204588397132,"score_gpt":0.3008909746098412,"score_spread":0.253570515770128,"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."}}