{"id":"W6977236256","doi":"10.6084/m9.figshare.26995051","title":"Additional file 2 of Current status of community resources and priorities for weed genomics research","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Avena fatua; Lolium rigidum; Weed; Avena; Phalaris minor; Ploidy; Metaphase","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002695956,0.0009067277,0.001211425,0.004713419,0.001123021,0.001781994,0.002208736,0.001025338,0.856544],"category_scores_gemma":[0.02593182,0.0005166981,0.0007144991,0.008942454,0.0002885091,0.002260829,0.001721171,0.0009361869,0.1847707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492752,"about_ca_system_score_gemma":0.003165096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669832,"about_ca_topic_score_gemma":0.02393315,"domain_scores_codex":[0.9989558,0.0002027854,0.000200108,0.0002135333,0.0002465352,0.0001812282],"domain_scores_gemma":[0.9764525,0.01577037,0.001296731,0.00115226,0.00415799,0.001170149],"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":[0.00009939168,0.00003479287,0.0007421962,0.001454044,0.00001757573,0.0000235582,0.00005255832,0.0001334327,0.00005428309,0.0004550051,0.9906607,0.006272445],"study_design_scores_gemma":[0.001775023,0.00007948911,0.01451625,0.002669289,0.0001230428,0.0001623445,0.0006720741,0.0007620555,0.0003869557,0.005874669,0.9728861,0.00009275156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0000640302,0.000008798339,0.0001660779,0.00007126026,0.00001381043,0.00005317374,0.9985628,0.0001970738,0.0008630794],"genre_scores_gemma":[0.002954979,0.00007853811,0.003283208,0.0003569234,0.00004216297,0.001241985,0.9855794,0.0006086352,0.005854064],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.856544,"threshold_uncertainty_score":0.2046226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2868262571025954,"score_gpt":0.4684845086647747,"score_spread":0.1816582515621793,"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."}}