{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004153528,0.00005873187,0.0001010745,0.000004070139,0.0000829924,0.000005568867,0.0002646892,0.00001108996,0.007326157],"category_scores_gemma":[0.00004195999,0.00003207611,0.00003764623,0.00008719235,0.00005257249,0.00004126245,0.0001619038,0.0000438011,0.01279428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001579955,"about_ca_system_score_gemma":8.409253e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001026209,"about_ca_topic_score_gemma":0.00002523196,"domain_scores_codex":[0.9994943,0.00009175702,0.00009377197,0.0001058686,0.00008043583,0.0001339315],"domain_scores_gemma":[0.9996411,0.00003087671,0.00003746178,0.0002598344,0.000001647416,0.00002908207],"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":[0.000002652934,0.00004555981,0.01068745,0.0002111593,0.0000182169,9.637772e-7,0.0000476449,0.00001403375,0.0000497888,0.003530821,0.6959139,0.2894779],"study_design_scores_gemma":[0.00006258708,0.00002197532,0.02804962,0.00006201932,0.00002726046,0.00000126739,0.000001314296,0.00005434264,0.000003969826,0.0009576887,0.9707081,0.0000498096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02469971,0.01231987,0.0005056995,0.00610961,0.0003264346,0.0007185963,4.152143e-7,0.00005907996,0.9552606],"genre_scores_gemma":[0.7185978,0.1193763,0.001046495,0.0423115,0.0005549744,0.0004305599,0.00001657426,0.00005583694,0.11761],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8376507,"threshold_uncertainty_score":0.9935813,"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."}}