{"id":"W3200841059","doi":"10.1353/aph.2021.0060","title":"Practice, Practice, Practice","year":2021,"lang":"en","type":"article","venue":"Appalachian review","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sadness; Happiness; Poetry; Variety (cybernetics); Psychology; Audit; Art; Literature; Management; Anger; Social psychology; Computer science","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":[0.02944663,0.0008284303,0.0007868044,0.00209317,0.004667539,0.01095942,0.002365945,0.006065319,0.05492036],"category_scores_gemma":[0.1003854,0.0006372595,0.0006860596,0.001307846,0.007505042,0.008854985,0.01229387,0.009221804,0.02749689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007486425,"about_ca_system_score_gemma":0.03356398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257558,"about_ca_topic_score_gemma":0.005146057,"domain_scores_codex":[0.9604147,0.02429464,0.001822745,0.002636089,0.008558135,0.002273597],"domain_scores_gemma":[0.9370012,0.01359979,0.003129777,0.007561929,0.01930231,0.01940499],"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":[0.00005678283,0.0002188744,0.001250762,0.002421637,0.0000284516,0.0002177485,0.007380467,0.0001094975,0.0003689259,0.03419582,0.6780001,0.275751],"study_design_scores_gemma":[0.00005718924,0.00009430783,0.001005526,0.004416331,0.00001092029,0.0003343822,0.005211258,0.00005051324,0.00009630068,0.01263043,0.9760736,0.00001921236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005907643,0.04161918,0.02250154,0.5198516,0.02410867,0.004674786,0.0003631242,0.001096477,0.3798769],"genre_scores_gemma":[0.2142768,0.05944432,0.07929423,0.3960802,0.01318628,0.01157553,0.0007322998,0.0007252683,0.2246849],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05492036,"threshold_uncertainty_score":0.1837269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396649710928906,"score_gpt":0.3267943508899374,"score_spread":0.3128278537806483,"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."}}