{"id":"W3023451052","doi":"10.17504/protocols.io.4qjgvun","title":"Plant material preparation and salt imposition for PlantScreen analysis v1","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Chlorophyll; Throughput; Shoot; Photosynthesis; Chlorophyll fluorescence; Salinity; Biology; Photosynthetic efficiency; Computer science; Computational biology; Biological system; Botany; Ecology; Wireless; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.001624853,0.001848147,0.002569651,0.002495856,0.002707968,0.001043142,0.002704249,0.001408893,0.04349772],"category_scores_gemma":[0.001222068,0.001764427,0.001755157,0.00272951,0.0008809336,0.0009349644,0.001894054,0.004510129,0.03265186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009081704,"about_ca_system_score_gemma":0.0009681872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647264,"about_ca_topic_score_gemma":0.00386409,"domain_scores_codex":[0.9990044,0.0001422598,0.0001268042,0.0003299329,0.0002299524,0.0001666625],"domain_scores_gemma":[0.9988019,0.000349243,0.00008355446,0.0003792801,0.0001725067,0.0002134049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004770228,0.0003538511,0.0003958699,0.0007735271,0.0000495997,0.0007241945,0.0004465313,0.0004492635,0.9740425,0.002186055,0.006740554,0.01336103],"study_design_scores_gemma":[0.001001133,0.0009837941,0.0180958,0.0005079849,0.0004183885,0.002042393,0.0003727877,0.005379988,0.4564894,0.004179644,0.5101233,0.0004055263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1390416,0.004897863,0.5037999,0.001254821,0.001487649,0.04364788,0.2306544,0.02442456,0.05079134],"genre_scores_gemma":[0.1222766,0.003626291,0.3504936,0.001372905,0.0002396608,0.0406464,0.3589901,0.01818268,0.104172],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04349772,"threshold_uncertainty_score":0.1455144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258697396776198,"score_gpt":0.2805030374636702,"score_spread":0.2546332977860504,"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."}}