{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001451879,0.00003875172,0.00008869511,0.0001144835,0.0003941263,0.00002602844,0.0001463091,0.00004970743,0.6343007],"category_scores_gemma":[0.009960706,0.0000397035,0.00002580799,0.0002333819,0.0002169128,0.00006010944,0.0001307453,0.0002106128,0.00004097681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009516682,"about_ca_system_score_gemma":0.0005097729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001808872,"about_ca_topic_score_gemma":0.0004643689,"domain_scores_codex":[0.999365,0.00009820464,0.0001117059,0.0000694444,0.0001713159,0.0001843501],"domain_scores_gemma":[0.9930127,0.006472988,0.00004390799,0.00009439466,0.0003442699,0.00003176126],"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":[0.000002211857,0.000008995399,0.000001686632,0.0002370153,0.000008530603,2.706417e-8,0.01453895,6.937028e-8,0.000009668299,0.0003247989,0.9675768,0.01729123],"study_design_scores_gemma":[0.00002173639,0.00002815993,0.00284893,0.0008691972,0.000001497177,6.746748e-8,0.02056066,0.000002352515,0.00007142869,0.002151973,0.97341,0.00003399662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00231318,0.002562674,1.321264e-7,0.00009371479,0.00003359368,0.0002189006,0.9918094,0.00007536141,0.002893],"genre_scores_gemma":[0.08963772,0.0002869869,0.001321008,0.00002037947,0.0004719342,0.006385881,0.8954812,0.00002965442,0.006365248],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6342597,"threshold_uncertainty_score":0.9983788,"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."}}