{"id":"W4414997063","doi":"10.32396/pwdvke08","title":"Indirect Inheritance","year":2025,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Novella; Character (mathematics); Wish; Ignorance; Daughter; Inheritance (genetic algorithm); Affect (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345128,0.0001149819,0.0003976407,0.0007863619,0.0004523454,0.00006158339,0.000285204,0.0001184971,0.0001307818],"category_scores_gemma":[0.0001241781,0.0001102122,0.0002568579,0.001250927,0.0003960847,0.0001816551,0.0001087977,0.001090832,0.00002011059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347791,"about_ca_system_score_gemma":0.001152058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002107618,"about_ca_topic_score_gemma":0.0003073619,"domain_scores_codex":[0.9980637,0.0003004777,0.0002271153,0.0002223441,0.0007681522,0.0004181762],"domain_scores_gemma":[0.9981257,0.0001710065,0.0000786142,0.0002847745,0.00109062,0.0002492473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00633133,0.004408213,0.3534189,0.002356082,0.00943141,0.01140579,0.04429947,0.00008083734,0.08700623,0.03251376,0.3085985,0.1401495],"study_design_scores_gemma":[0.01757783,0.00237446,0.1394716,0.006358974,0.001744113,0.001342115,0.2097275,0.0007362572,0.02014064,0.1455018,0.4539114,0.001113466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8192458,0.003812446,0.00511284,0.06971985,0.0002422221,0.0004051608,0.00001663136,0.0000651384,0.10138],"genre_scores_gemma":[0.9639302,0.0008140659,0.001463645,0.0001348897,0.00006308296,9.599329e-8,0.000004440027,0.000007891254,0.03358166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139473,"threshold_uncertainty_score":0.4739181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716407773893779,"score_gpt":0.308264492637152,"score_spread":0.2811004148982142,"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."}}