{"id":"W6892128115","doi":"10.5061/dryad.gtht76hhz","title":"Weed seedling images of species common to Manitoba, Canada","year":2020,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"Western Economic Diversification Canada; Mitacs","keywords":"Cirsium arvense; Thistle; Avena fatua; Setaria; Weed; Echinochloa; Foxtail; Setaria viridis; Noxious weed","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001446662,0.0004563477,0.0008697959,0.0002166022,0.00008131914,0.00006486222,0.001076816,0.0001515176,0.0003384652],"category_scores_gemma":[0.0002323224,0.0004933451,0.0001020389,0.0005027085,0.00007674987,0.00005866988,0.0004853045,0.00053797,0.004646806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000600245,"about_ca_system_score_gemma":0.0007359796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9687025,"about_ca_topic_score_gemma":0.9930071,"domain_scores_codex":[0.997569,0.00009879886,0.0005375149,0.0004821729,0.0008705288,0.0004419873],"domain_scores_gemma":[0.9981555,0.0001394119,0.0003651253,0.0009313046,0.0001297924,0.0002788249],"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":[0.00004389449,0.00002656087,0.00007850571,0.0002764178,0.0001045847,0.0002296536,0.00002684743,0.00002956385,0.002647421,0.000002686912,0.996494,0.00003984708],"study_design_scores_gemma":[0.0001853669,0.00004419884,0.002338429,0.0001757724,0.0001325902,0.000004583788,0.0004193972,0.000002046856,0.002730953,0.00000440133,0.993503,0.0004592984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008254214,0.0001163831,5.653266e-7,0.0002556468,0.0006792339,0.0004901702,0.9969122,0.00005634728,0.0006640171],"genre_scores_gemma":[0.0006970626,0.00001170425,0.0001122636,0.0005345536,0.0005556768,0.00003005329,0.9977198,0.0001070364,0.0002318568],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02430459,"threshold_uncertainty_score":0.9997518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571129701239431,"score_gpt":0.2402425262659531,"score_spread":0.2145312292535588,"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."}}