{"id":"W6961115093","doi":"10.14288/1.0176859","title":"The Cumberland News","year":2012,"lang":"en","type":"article","venue":"Open Collections","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"News bureau; News media; Postal service; Newspaper","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":[],"category_scores_codex":[0.0001241898,0.00006171136,0.00005949495,0.000001254256,0.006367404,0.0008805549,0.0002881284,0.00001802407,0.000596823],"category_scores_gemma":[0.00003272927,0.00001406263,0.0000332978,0.0005862837,0.00002952283,0.0002310351,0.0002736721,0.00004836127,0.00009287004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002009719,"about_ca_system_score_gemma":0.000001510202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008302152,"about_ca_topic_score_gemma":0.0313977,"domain_scores_codex":[0.9994968,0.00003763686,0.00008137483,0.0000878096,0.00007808004,0.0002182763],"domain_scores_gemma":[0.9996915,0.0001640084,0.0000336687,0.00003459468,0.00002711231,0.0000490823],"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":[0.000003907837,0.00003151675,0.003366862,1.959029e-7,0.00001519559,7.507805e-8,0.000021533,5.005128e-7,0.0001302157,0.0002546718,0.9896522,0.00652314],"study_design_scores_gemma":[0.00003657318,0.00002560848,0.07194069,0.00000129761,0.000008424518,0.000002217437,0.0008077083,0.000001678417,0.00002041106,0.0002969418,0.9267964,0.00006200891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02903046,0.0001953208,0.000001935856,0.007272452,0.000476788,0.0005710893,0.000008593813,0.00005420633,0.9623892],"genre_scores_gemma":[0.2581135,0.000197775,0.00003822866,0.000273993,0.0005091905,0.0001652706,0.00000877239,4.005256e-7,0.7406929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.229083,"threshold_uncertainty_score":0.9983016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822737770331601,"score_gpt":0.2398474522364077,"score_spread":0.2116200745330917,"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."}}