{"id":"W6958677776","doi":"10.6084/m9.figshare.23657148","title":"<strong>IDENT-MLT</strong> Fall 2020 and spring 2021 <em><strong>O</strong></em><em><strong>rthomosaics</strong></em>","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"RGB color model; Spring (device); Raster graphics; Phenology; Drone","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003566647,0.002138243,0.002030117,0.0002202042,0.0008091077,0.001144662,0.002181028,0.001783267,0.1029598],"category_scores_gemma":[0.0004970815,0.001239271,0.0009725363,0.001097267,0.0001395766,0.0004827066,0.001336398,0.001843305,0.006807628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003265772,"about_ca_system_score_gemma":0.0001713545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006180057,"about_ca_topic_score_gemma":0.04960401,"domain_scores_codex":[0.9907457,0.000344491,0.001366351,0.003052841,0.001647348,0.002843297],"domain_scores_gemma":[0.9959065,0.0005065236,0.001308114,0.0008741471,0.0002480543,0.001156616],"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":[0.00009886841,0.0002461162,0.001405716,0.0005581894,0.0005054989,0.0007746957,0.0001305997,0.00005984941,0.001768235,0.0001663801,0.9611195,0.03316636],"study_design_scores_gemma":[0.001037071,0.0004165751,0.02290185,0.005801336,0.0002592694,0.00009683842,0.002325788,0.0002244636,0.0001784411,0.00002139755,0.9639987,0.00273827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02681424,0.024321,0.00001445384,0.0005175066,0.002643681,0.004094381,0.8564759,0.002876984,0.08224186],"genre_scores_gemma":[0.07516574,0.00300075,0.0007364838,0.0003413282,0.01663367,0.001704202,0.247721,0.001058134,0.6536387],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6087549,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662467849788,"score_gpt":0.2185787545520304,"score_spread":0.1919540760541504,"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."}}