{"id":"W1985747316","doi":"10.1017/s0007087412001276","title":"Margaret E. Derry, Art and Science in Breeding: Creating Better Chickens. Toronto, Buffalo and London: University of Toronto Press, 2012. Pp. viii + 281. ISBN 978-1-4426-4395-6. $65.00 (hardback).","year":2012,"lang":"en","type":"article","venue":"The British Journal for the History of Science","topic":"Australian Indigenous Culture and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media studies; Art; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005461013,0.0001296867,0.0002495976,0.00002817688,0.005594506,0.0001646964,0.001169759,0.00007523456,0.0002481211],"category_scores_gemma":[0.0001896408,0.0001130392,0.00007613983,0.0001181379,0.01208311,0.002980738,0.0001555809,0.0002523267,0.000001462452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795321,"about_ca_system_score_gemma":0.0008239027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0952995,"about_ca_topic_score_gemma":0.0992991,"domain_scores_codex":[0.9978707,0.0001090711,0.0002892992,0.000266116,0.00080395,0.000660796],"domain_scores_gemma":[0.9986982,0.0001440974,0.0003902861,0.0001915655,0.0002955194,0.000280276],"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":[0.000221103,0.0002856676,0.007860681,0.0001148257,0.00005243497,0.00002523731,0.4438948,0.000009366795,0.009389461,0.007146657,0.4749483,0.05605153],"study_design_scores_gemma":[0.0004513816,0.0001319331,0.02410416,0.0001959139,0.00005858333,0.0002727545,0.02461181,0.0000255683,0.00005950014,0.0001970467,0.9496587,0.0002326875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3093139,0.5271884,0.0001919068,0.001342703,0.006132859,0.001236553,0.00006034927,0.00004610256,0.1544873],"genre_scores_gemma":[0.9333659,0.02868077,0.001184921,0.0002225582,0.0006139427,0.000003533626,8.065899e-7,0.00001945603,0.03590813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.624052,"threshold_uncertainty_score":0.9957001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562519406391345,"score_gpt":0.2495297755603691,"score_spread":0.2239045814964557,"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."}}