{"id":"W6911064168","doi":"10.5281/zenodo.10655021","title":"Gymnasium","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Control (management); Class (philosophy); Term (time); Process (computing); Component (thermodynamics)","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":[0.00106243,0.001752373,0.0009158406,0.001059101,0.0006218742,0.001881881,0.003017575,0.001265172,0.152293],"category_scores_gemma":[0.003914355,0.0009432115,0.0008963605,0.0007279699,0.0004070245,0.002272612,0.003611563,0.002246606,0.1445507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885189,"about_ca_system_score_gemma":0.001474332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882451,"about_ca_topic_score_gemma":0.004579132,"domain_scores_codex":[0.9989272,0.0001237771,0.00009851823,0.0002067735,0.0004854998,0.0001582204],"domain_scores_gemma":[0.998782,0.0002085087,0.00006931699,0.0004115854,0.0003452381,0.0001833691],"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":[0.0007757188,0.0002818549,0.0005263673,0.0007893357,0.00005157744,0.0001637462,0.000176653,0.00307303,0.01118493,0.02707676,0.7886327,0.1672673],"study_design_scores_gemma":[0.0002051729,0.00008160824,0.0008786587,0.0001054432,0.00002501365,0.0002013713,0.00001923751,0.01155735,0.01324212,0.009219934,0.9643841,0.00008002728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003034204,0.000467813,0.2568446,0.0003716245,0.0004650686,0.0006466436,0.03735489,0.5522664,0.1485487],"genre_scores_gemma":[0.05158703,0.0009071563,0.1934829,0.001537884,0.0001950783,0.002196199,0.1817008,0.2284061,0.3399868],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.152293,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553478358105479,"score_gpt":0.2597712342367093,"score_spread":0.2242364506556546,"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."}}