{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002366062,0.00384366,0.001114111,0.003482514,0.001840196,0.001318657,0.00247696,0.001194344,0.02696406],"category_scores_gemma":[0.0007728427,0.0005472857,0.001003321,0.006678731,0.0005217706,0.0006772149,0.001092489,0.001102102,0.02750464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005724099,"about_ca_system_score_gemma":0.006117633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7696843,"about_ca_topic_score_gemma":0.9222045,"domain_scores_codex":[0.9995399,0.00001714851,0.00001669704,0.0001325113,0.0001529911,0.0001408351],"domain_scores_gemma":[0.9994863,0.0000337686,0.0000220195,0.0000902938,0.0002843412,0.00008330179],"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":[0.0001517976,0.00008265145,0.002882185,0.0006081308,0.00006979093,0.0001589703,0.00007512879,0.000687492,0.002532217,0.0003016462,0.9784992,0.01395076],"study_design_scores_gemma":[0.0001708183,0.00004868005,0.03991229,0.0004312902,0.0000881349,0.0004611165,0.0007303244,0.003388064,0.004657863,0.0005335315,0.9494767,0.0001012762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004585957,0.0005546953,0.0002324144,0.00009095639,0.00009915364,0.0000641109,0.9884851,0.001907437,0.003980256],"genre_scores_gemma":[0.002648484,0.0001943308,0.0006058591,0.00003753546,0.000006404852,0.00002740053,0.9940947,0.0001044689,0.002280888],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2303157,"threshold_uncertainty_score":0.4633441,"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."}}