{"id":"W4375864599","doi":"10.1101/2023.05.04.539478","title":"UV reflectance in crop remote sensing: Assessing the current state of knowledge and extending research with strawberry cultivars","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Reflectivity; Cultivar; Crop; Pollinator; Remote sensing; Environmental science; Agriculture; Agronomy; Agroforestry; Pollination; Geography; Biology; Botany; Ecology; Optics; Physics; Pollen","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.004438556,0.0006192685,0.001055429,0.002006714,0.0004034767,0.002435123,0.0008665114,0.001018086,0.00127356],"category_scores_gemma":[0.003085604,0.0003184224,0.0006108019,0.002923275,0.0006767655,0.002529448,0.0008327203,0.0007780393,0.000394642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135683,"about_ca_system_score_gemma":0.001158151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006100649,"about_ca_topic_score_gemma":0.005877404,"domain_scores_codex":[0.9989749,0.000276277,0.00006590992,0.000385411,0.0002079675,0.00008967716],"domain_scores_gemma":[0.9960067,0.00180499,0.0006008544,0.0002547499,0.001177515,0.000155211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004658117,0.0002722526,0.113354,0.01051616,0.000498292,0.0003210135,0.001651772,0.001508853,0.1281379,0.001979697,0.002984129,0.7383101],"study_design_scores_gemma":[0.00003502336,0.001304043,0.7798128,0.006544465,0.001346338,0.001408212,0.005292387,0.008111623,0.06627071,0.006937323,0.1227326,0.0002044868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4377871,0.5339629,0.01290851,0.003765302,0.0003548406,0.00008435883,0.000904834,0.0001749068,0.01005729],"genre_scores_gemma":[0.7721896,0.190223,0.03219179,0.001738152,0.0005313442,0.0001123208,0.001275053,0.00009153707,0.001647245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006100649,"threshold_uncertainty_score":0.02347356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303679583692811,"score_gpt":0.3304269398747148,"score_spread":0.2000589815054337,"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."}}