{"id":"W4405428886","doi":"10.18274/hkww5437","title":"Wild Adaptation","year":2023,"lang":"en","type":"article","venue":"Borrowers and Lenders The Journal of Shakespeare Appropriations","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Adaptation (eye); Biology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001589835,0.00006593581,0.0001002522,0.0001782703,0.0006918676,0.00008041937,0.0001978585,0.00005381791,0.00005592349],"category_scores_gemma":[0.000159777,0.00004362574,0.00006774031,0.0006591,0.0001997599,0.0002521588,0.00001854893,0.0001657567,0.000008105521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001615532,"about_ca_system_score_gemma":0.0001646666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002666812,"about_ca_topic_score_gemma":0.001175532,"domain_scores_codex":[0.9989285,0.000203322,0.0002228154,0.00007141253,0.0003965005,0.0001773925],"domain_scores_gemma":[0.9992839,0.000197617,0.0001998044,0.0000837462,0.0001450454,0.00008996268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001078949,0.0001075135,0.009038483,0.00002531218,0.0003037947,0.00001579385,0.575845,0.001375183,0.0001463349,0.08675814,0.09187555,0.234401],"study_design_scores_gemma":[0.0007062269,0.0001804154,0.06973151,0.00005330257,0.000165543,0.0000180934,0.7033024,0.000771521,0.000009316748,0.02915813,0.1956588,0.0002447812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217008,0.005822654,0.01673226,0.1615208,0.003361468,0.0008692134,0.00004885606,0.0003523608,0.08959152],"genre_scores_gemma":[0.9964516,0.002057048,0.0002607421,0.0001147158,0.0001932306,0.000001710775,0.000002265698,0.000005880981,0.0009128196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2747507,"threshold_uncertainty_score":0.5321356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05818239862992338,"score_gpt":0.3022950930241722,"score_spread":0.2441126943942488,"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."}}