{"id":"W7096928147","doi":"","title":"Crops Journal Global Herbicide Development – Opportunities and Constraints","year":2015,"lang":"en","type":"article","venue":"","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agrochemical; Agriculture; Production (economics); Weed control; Canola; Investment (military)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126007,0.0004954797,0.0003292381,0.0009182806,0.0005857213,0.003525147,0.0006180836,0.001307273,0.05302052],"category_scores_gemma":[0.0009544288,0.0001792666,0.0001927293,0.001528673,0.00061503,0.002612646,0.001858346,0.001376158,0.008589626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312969,"about_ca_system_score_gemma":0.003123387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002708952,"about_ca_topic_score_gemma":0.005482802,"domain_scores_codex":[0.9995962,0.00006832754,0.00002152373,0.00006248181,0.0001577377,0.00009365803],"domain_scores_gemma":[0.9988474,0.0001745841,0.0001325942,0.00007039862,0.0003401595,0.0004347683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001246605,0.00007145157,0.00271144,0.001083266,0.00003391172,0.0005257955,0.0003003038,0.0003421733,0.005200601,0.05973887,0.4215868,0.5082807],"study_design_scores_gemma":[0.000003848207,0.00002111685,0.002837018,0.0001403895,0.000005429574,0.0002582039,0.0003111791,0.00006526426,0.0003153071,0.003388524,0.9926475,0.000006157609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02554551,0.2384085,0.003902279,0.3182904,0.008402085,0.00007683442,0.002690095,0.0006955553,0.4019888],"genre_scores_gemma":[0.2625827,0.3934066,0.01300607,0.05298396,0.005163174,0.0001022974,0.004358839,0.0004691349,0.2679273],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05302052,"threshold_uncertainty_score":0.1773713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08042571806500229,"score_gpt":0.2521947495906181,"score_spread":0.1717690315256158,"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."}}