{"id":"W6948921988","doi":"10.5281/zenodo.10522564","title":"SHTOOLS/SHTOOLS: Version 4.11.7","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Python (programming language); Documentation; Open source; Normalization (sociology); Source code","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":[0.002614651,0.002586813,0.001951555,0.002669723,0.001473995,0.004597465,0.00499221,0.001904888,0.2922531],"category_scores_gemma":[0.007148036,0.003388374,0.002518694,0.002161595,0.001037497,0.005882198,0.005296461,0.006150558,0.4163508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034397,"about_ca_system_score_gemma":0.002668746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003529375,"about_ca_topic_score_gemma":0.003280277,"domain_scores_codex":[0.9984342,0.0001839988,0.0001517982,0.0003257898,0.0006054928,0.0002986934],"domain_scores_gemma":[0.9973069,0.0004809974,0.0001978835,0.000745686,0.0009751025,0.0002933974],"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":[0.0001821315,0.00004411594,0.000514949,0.0006117665,0.00006050186,0.00007206486,0.000141583,0.0006250726,0.003125983,0.003694355,0.9638088,0.02711874],"study_design_scores_gemma":[0.0001274598,0.00002845864,0.0009691378,0.0001950471,0.00003678118,0.0001664782,0.0000534023,0.002196991,0.01105435,0.009225349,0.9758066,0.0001399436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001121343,0.0004118446,0.1014636,0.0005543756,0.0004989488,0.0002853635,0.09463931,0.7757826,0.02524258],"genre_scores_gemma":[0.007617063,0.0005753174,0.05741391,0.001553718,0.0001881266,0.0009751733,0.173893,0.7091856,0.04859812],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2922531,"threshold_uncertainty_score":0.9776841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629479291958017,"score_gpt":0.2356764546341694,"score_spread":0.1993816617145893,"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."}}