{"id":"W4393066699","doi":"10.1016/j.fcr.2024.109357","title":"Effects of cultural practices on weed community and seedbank dynamics in a potato rotation","year":2024,"lang":"en","type":"article","venue":"Field Crops Research","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Weed; Rotation (mathematics); Agronomy; Dynamics (music); Cultural practice; Agroforestry; Biology; Mathematics; Sociology; Poaceae","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002849474,0.000196661,0.0001561824,0.0002785083,0.0003339133,0.0003214396,0.0001803201,0.0001429959,0.0003308847],"category_scores_gemma":[0.000532067,0.0001323532,0.0001513383,0.0002260101,0.0002626377,0.0001815624,0.0003324264,0.0001731108,0.00005771122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007018623,"about_ca_system_score_gemma":0.0004752546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297505,"about_ca_topic_score_gemma":0.05573804,"domain_scores_codex":[0.999801,0.0000607454,0.00001501454,0.00005344459,0.00003205007,0.00003774265],"domain_scores_gemma":[0.999575,0.00006946961,0.0001592271,0.00002944212,0.00005492659,0.0001120291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001690646,0.0009897766,0.7855833,0.00008325512,0.0001637524,0.0005284936,0.001404583,0.0006056219,0.1887509,0.0000367042,0.0001538839,0.02000915],"study_design_scores_gemma":[0.000005760658,0.000877695,0.9968731,0.000002677496,0.00001488597,0.00004679357,0.0004666699,0.0002400763,0.001306457,0.000007374531,0.0001547374,0.00000393625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998991,0.00001399132,0.00001496701,0.000003507959,4.164245e-7,0.000002886479,0.00001737683,6.630702e-7,0.00004706129],"genre_scores_gemma":[0.9995073,0.00005269987,0.0001623462,0.0000143764,0.000001136616,0.00001128544,0.0000957935,8.708906e-7,0.0001540789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297505,"threshold_uncertainty_score":0.02579904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05765439074104743,"score_gpt":0.3742030693731779,"score_spread":0.3165486786321305,"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."}}