{"id":"W4238487997","doi":"10.18357/tar51201413304","title":"Acknowledgments","year":2014,"lang":"en","type":"article","venue":"The Arbutus Review","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miller; Management; Officer; Library science; Humanities; Sociology; Art; Political science; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006670372,0.00107188,0.0009859786,0.002705018,0.003353691,0.005234703,0.002692595,0.002060334,0.371902],"category_scores_gemma":[0.03870271,0.0003638774,0.0006056946,0.002217622,0.0009140217,0.002956843,0.004946847,0.00318776,0.2280859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757769,"about_ca_system_score_gemma":0.01107279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006685253,"about_ca_topic_score_gemma":0.01008287,"domain_scores_codex":[0.9917837,0.001690277,0.0004834113,0.001219417,0.004147504,0.0006755708],"domain_scores_gemma":[0.9607736,0.003443613,0.001131439,0.002276451,0.02707695,0.005297815],"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":[0.00004801818,0.00001336029,0.0005385311,0.0001474317,0.000004839459,0.0001331132,0.0004321603,0.00003345547,0.0001706575,0.003307173,0.964215,0.03095618],"study_design_scores_gemma":[0.000007161561,0.00000951717,0.0004693996,0.0001826373,0.000004158303,0.0001631826,0.0005437158,0.00003190643,0.00008639461,0.001034677,0.9974601,0.000007047876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0073633,0.01351938,0.01632285,0.1758306,0.1257843,0.00226745,0.07079393,0.005414013,0.5827042],"genre_scores_gemma":[0.02961697,0.00687737,0.01694979,0.04988487,0.01043418,0.001990448,0.02920751,0.002764163,0.8522748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.628098,"threshold_uncertainty_score":0.8959056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005022120571378077,"score_gpt":0.2127583682540837,"score_spread":0.2077362476827056,"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."}}