{"id":"W7117717975","doi":"10.1021/acsnano.5c14264","title":"Abiotic Stress-Triggered Nanocarriers for Seed Nanopriming and Early-Stage Plant Development","year":2025,"lang":"en","type":"article","venue":"ACS Nano","topic":"Polymer-Based Agricultural Enhancements","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Nanocarriers; Germination; Abiotic stress; Abiotic component; Biomass (ecology); Shoot; Salinity; Crop; Seed treatment; Crop productivity","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":[0.00007450733,0.0002034058,0.0001200513,0.0001222275,0.0001016601,0.0001747975,0.0001541679,0.0002749565,0.000569805],"category_scores_gemma":[0.0001090629,0.00009774943,0.000139901,0.00007780652,0.0001305976,0.0002032901,0.0002006436,0.0002643742,0.0002014935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004252789,"about_ca_system_score_gemma":0.0001558266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000770708,"about_ca_topic_score_gemma":0.001945289,"domain_scores_codex":[0.9999532,0.000004499297,0.000002781316,0.0000170383,0.00001092861,0.00001157544],"domain_scores_gemma":[0.9999458,0.000009803388,0.00001923689,0.000005264408,0.000009148383,0.00001081106],"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":[0.00002007482,0.000005736232,0.00003383859,0.00003542664,0.000002161441,0.0000221016,0.00000876152,0.0001371179,0.9975925,0.0001430035,0.00005494117,0.001944368],"study_design_scores_gemma":[0.000005184324,0.00007538461,0.0003883594,0.000003723915,0.000006962564,0.00004746769,0.000008508579,0.001726855,0.9942253,0.0000290274,0.003478689,0.00000445926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540197,0.00464016,0.03521307,0.0002622792,0.00008293599,0.0000929158,0.00033964,0.0004395283,0.004909921],"genre_scores_gemma":[0.9853348,0.001248709,0.01017913,0.00007734467,0.000007648057,0.00005411234,0.0001171492,0.00003130525,0.002949834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000770708,"threshold_uncertainty_score":0.003085613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007678287948393482,"score_gpt":0.2054535702738994,"score_spread":0.1977752823255059,"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."}}