{"id":"W2606336252","doi":"10.2134/cs2016-49-0406","title":"Breaking Rotation: Rising popularity of lentils raises weed, disease risk","year":2016,"lang":"en","type":"article","venue":"Crops & Soils","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Certification; Weed; Weed control; Crop rotation; Agroforestry; Geography; Business; Agricultural economics; Agronomy; Crop; Political science; Economics; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003119615,0.0001128981,0.0001778105,0.000009048225,0.000198007,0.00007409402,0.0002067575,0.00004908469,0.0003290511],"category_scores_gemma":[0.0002334009,0.00003626374,0.0001297381,0.00009147247,0.00008317806,0.0003857858,0.00006727644,0.00006103083,0.00006661223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003123382,"about_ca_system_score_gemma":0.00001088742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003519366,"about_ca_topic_score_gemma":0.0002527073,"domain_scores_codex":[0.9989672,0.0001272579,0.0003032614,0.0002543468,0.0001415999,0.0002063312],"domain_scores_gemma":[0.9991788,0.0002177606,0.0003302723,0.00009276198,0.00007364777,0.0001067746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001420319,0.0001242172,0.3263479,0.00003167277,0.00005169803,0.000006225255,0.000155998,0.000005518768,0.2652465,0.0006257444,0.001187322,0.4060751],"study_design_scores_gemma":[0.0002172932,0.00008425352,0.9675612,0.0002473786,0.00004695201,0.000004389556,0.000243615,0.00006378236,0.002939669,0.0007242654,0.02766147,0.0002056773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971253,0.0003524813,0.0001602583,0.0008353374,0.0002643882,0.0001528767,0.00007062783,0.00004349026,0.0009952202],"genre_scores_gemma":[0.999014,0.00004149744,0.00004932072,0.00004645075,0.0003227012,0.00001053603,0.000007716387,0.000001166989,0.0005065972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6412133,"threshold_uncertainty_score":0.5320252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533422204590064,"score_gpt":0.2461739087880321,"score_spread":0.2208396867421314,"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."}}