{"id":"W2995017221","doi":"10.1139/cjps-2019-0178","title":"The effects of soil tillage techniques on weed flora in high input barley systems in northern Spain","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerio de Economía y Competitividad","keywords":"Weed; Agronomy; Biology; Monoculture; Tillage; Galium; Weed control; Cropping system; Crop","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009725589,0.00006664911,0.0001551114,0.00008892259,0.000101201,0.00006524461,0.0005452313,0.00004038036,0.000005274685],"category_scores_gemma":[0.0001358313,0.00002361241,0.0000295566,0.0005453315,0.0001311537,0.00009781698,0.00001076659,0.0001430424,0.000007811139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088293,"about_ca_system_score_gemma":0.0002153135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1052545,"about_ca_topic_score_gemma":0.5975451,"domain_scores_codex":[0.9991094,0.0000567327,0.0002579331,0.00011284,0.0002051778,0.0002578693],"domain_scores_gemma":[0.9991663,0.0003680899,0.0001589777,0.00006140223,0.00007526176,0.0001700474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002216321,0.00001931313,0.0671397,0.00001380194,0.000003320392,0.0000480945,0.0001651919,0.0002011277,0.9041018,0.00297737,0.00008452383,0.02522356],"study_design_scores_gemma":[0.0001650728,0.0003868253,0.9889691,0.0002884184,0.00000290797,0.0000227731,0.0002730107,0.0002007881,0.003704096,0.0003229787,0.005561741,0.0001022623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981444,0.0002441844,6.656267e-7,0.0007276622,0.0001736671,0.0002519011,0.0000180365,0.000002677798,0.0004368206],"genre_scores_gemma":[0.9997832,0.000009050235,0.000005841604,0.00007865152,0.00005857125,0.000008035177,0.000001083596,4.922071e-7,0.00005503438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9218294,"threshold_uncertainty_score":0.9007037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005018233602601591,"score_gpt":0.1755552388817353,"score_spread":0.1705370052791337,"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."}}