{"id":"W2257535849","doi":"10.2527/af.2015-0024","title":"From the Editors: Communicating animal science to the public, policymakers, and students","year":2015,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Engineering ethics; Environmental ethics; Computer science; Engineering; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01644078,0.004278647,0.002735003,0.003448658,0.008064562,0.01979778,0.006404012,0.02155942,0.0204657],"category_scores_gemma":[0.06156778,0.001433011,0.00212823,0.00234782,0.006567801,0.01386246,0.005385132,0.02707124,0.01207552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004723931,"about_ca_system_score_gemma":0.007838915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750063,"about_ca_topic_score_gemma":0.003849681,"domain_scores_codex":[0.9861974,0.004195821,0.001376626,0.001638532,0.005566398,0.0010252],"domain_scores_gemma":[0.9309782,0.03624761,0.003276116,0.00134486,0.01977446,0.008378707],"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":[0.00002646082,0.0000223366,0.00008026187,0.0002355174,0.000007530055,0.00004937665,0.0001917923,0.00003049117,0.00004441409,0.0007092704,0.9892417,0.009360825],"study_design_scores_gemma":[0.0000229921,0.00004142005,0.0002064751,0.0006661996,0.00001945681,0.0001300833,0.0004324504,0.0001123561,0.000104509,0.001156635,0.9970801,0.0000273259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001031655,0.008441063,0.0002091803,0.1552523,0.8333451,0.00002751552,0.00003759567,0.00006062436,0.002523404],"genre_scores_gemma":[0.001503616,0.01039643,0.0002994412,0.130932,0.8482025,0.00007554636,0.00004411311,0.00009336741,0.008453038],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02155942,"threshold_uncertainty_score":0.08694822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07099034860628352,"score_gpt":0.3104228070351778,"score_spread":0.2394324584288943,"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."}}