{"id":"W7087988496","doi":"10.3897/neobiota.103.163919.suppl1","title":"Supplementary material 1 from: Rubenstein JM, Hulme PE, Buddenhagen CE, Rolston MP, Hampton JG (2025) Biosecurity risks from weeds in crop seed lots imported into Canada: prevalence, trends, and herbicide resistance. NeoBiota 103: 1-30. https://doi.org/10.3897/neobiota.103.163919","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosecurity; Crop; Biosafety; Crop protection; Chemical control; Clopyralid","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001025169,0.001065214,0.0008603677,0.002718726,0.001014915,0.002629023,0.001568004,0.001256083,0.8584605],"category_scores_gemma":[0.01298272,0.0005199475,0.0007382456,0.003659718,0.000301895,0.001482836,0.001514102,0.000827721,0.4104222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217739,"about_ca_system_score_gemma":0.004141264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06363595,"about_ca_topic_score_gemma":0.10847,"domain_scores_codex":[0.9993564,0.00006766976,0.00009380905,0.0001085776,0.0002768782,0.00009667948],"domain_scores_gemma":[0.9951382,0.001496851,0.0003056761,0.0002912965,0.002338587,0.0004293942],"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":[0.00003731409,0.00002177976,0.0005240953,0.0005774361,0.00001144271,0.00003511695,0.00002892945,0.00007879709,0.00004132531,0.0006278601,0.9839547,0.01406124],"study_design_scores_gemma":[0.0001138166,0.00002646248,0.006533839,0.0008734567,0.0000245389,0.0001970436,0.00008752774,0.0001767323,0.0001897637,0.002440404,0.9893085,0.00002794136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003045964,0.0004357909,0.0008167234,0.0008803856,0.0009154505,0.00009999917,0.9633158,0.0008267575,0.03240446],"genre_scores_gemma":[0.005588843,0.001639984,0.003506316,0.0009959813,0.0004738648,0.0003935988,0.8717575,0.001280375,0.1143635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9363641,"threshold_uncertainty_score":0.2018888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283168772543401,"score_gpt":0.2811876175524012,"score_spread":0.2583559298269671,"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."}}