{"id":"W4245980348","doi":"10.1002/ps.4921","title":"Cover Image, Volume 74, Issue 5","year":2018,"lang":"en","type":"paratext","venue":"Pest Management Science","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Monsanto (Canada); University of Guelph","funders":"","keywords":"Glyphosate; Ragweed; Cover (algebra); Biology; French horn; Herbicide resistance; Resistance (ecology); Agronomy; Botany; Weed; Sociology; Immunology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007210419,0.000609543,0.0004628498,0.0001896666,0.001082336,0.0003366226,0.002183597,0.0001339969,0.3763123],"category_scores_gemma":[0.00003068228,0.0005675404,0.0001303265,0.0009429979,0.005074357,0.0008562969,0.004148016,0.0003093591,0.7971203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009541201,"about_ca_system_score_gemma":0.00001905069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000472582,"about_ca_topic_score_gemma":0.00003359835,"domain_scores_codex":[0.9947786,0.00004337803,0.0004637334,0.001695286,0.001806904,0.001212083],"domain_scores_gemma":[0.9983237,0.00002587461,0.0002841515,0.001052038,0.0000133262,0.0003008886],"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":[0.000007848851,0.00009753263,0.0006650866,0.00005156199,0.00002696532,0.00003374513,0.00009357874,0.000263465,0.00053956,0.0000184094,0.9957169,0.002485321],"study_design_scores_gemma":[0.0001948211,0.0001050791,0.04314774,0.00006517263,0.00008022858,0.000005688525,0.00006449754,0.0002670318,0.0002976175,0.000127557,0.9549531,0.0006914567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002491111,0.000231486,0.001076633,0.0005665707,0.002282378,0.0006776703,0.00004459019,0.00006491123,0.9925647],"genre_scores_gemma":[0.01194179,0.001152476,0.004302155,0.001659915,0.0005398176,0.0001207899,0.00004948952,0.00005942124,0.9801741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.420808,"threshold_uncertainty_score":0.9996776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008951053591356378,"score_gpt":0.2474132629171105,"score_spread":0.2384622093257542,"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."}}