{"id":"W6893107720","doi":"10.5281/zenodo.15161379","title":"mgarvie/CHROMINOES: Initial release","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Dysgeusia; Liquation; Emperipolesis; Triacetin; Demotion","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007810738,0.002345097,0.0009929877,0.001311549,0.0005652503,0.001717428,0.002838246,0.001432582,0.3987191],"category_scores_gemma":[0.00492138,0.001058559,0.001282206,0.001012634,0.0005066248,0.001505744,0.001858632,0.001748488,0.2126772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007921333,"about_ca_system_score_gemma":0.0008166058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003011072,"about_ca_topic_score_gemma":0.00614347,"domain_scores_codex":[0.999512,0.00006764595,0.00003719142,0.0001057993,0.000182998,0.00009446272],"domain_scores_gemma":[0.9989134,0.000416751,0.00005579655,0.0001902686,0.0003368462,0.00008680546],"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":[0.0002849474,0.0001168655,0.0006093722,0.0007588649,0.0001021096,0.0002562753,0.0001770669,0.01467265,0.004804934,0.01766811,0.7846516,0.1758971],"study_design_scores_gemma":[0.0007105343,0.0000948862,0.00103636,0.0004290957,0.00007145847,0.0004346783,0.00009593375,0.1762836,0.02967948,0.06776281,0.7231902,0.0002109008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.003087878,0.0004660186,0.5606698,0.0003765386,0.0007648357,0.0002678884,0.03761375,0.3218691,0.07488427],"genre_scores_gemma":[0.04515075,0.0005149444,0.4890386,0.000971789,0.0002282427,0.001486796,0.05544539,0.3045841,0.1025794],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3987191,"threshold_uncertainty_score":0.8576542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330793438615049,"score_gpt":0.3579478456866065,"score_spread":0.314639911300456,"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."}}