{"id":"W4385582858","doi":"10.1007/s11104-023-06156-7","title":"Plant physiological and molecular responses triggered by humic based biostimulants - A way forward to sustainable agriculture","year":2023,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Plant Growth Enhancement Techniques","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Assimilation (phonology); Abiotic component; Agriculture; Arable land; Sustainable agriculture; Population; Nutrient; Biotechnology; Environmental science; Biology; Biochemical engineering; Ecology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355608,0.0001949241,0.0002530137,0.00003556092,0.000222386,0.00008158867,0.0001499241,0.0001354611,0.00002199262],"category_scores_gemma":[0.00009144563,0.00007283172,0.00004029663,0.0003270665,0.00004152811,0.00006663825,0.0001140631,0.00009773677,0.00001606367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001184391,"about_ca_system_score_gemma":0.000005777813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001540601,"about_ca_topic_score_gemma":0.00005718672,"domain_scores_codex":[0.998744,0.00008150181,0.0001610848,0.0003813653,0.0001781442,0.0004539412],"domain_scores_gemma":[0.9994585,0.000261904,0.00004497373,0.0000442021,0.00002693803,0.0001634911],"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":[0.0002163159,0.00003450422,0.0005815088,0.00001872398,0.00001114659,0.0001264055,0.00003986742,0.000001386456,0.9382232,0.0001294362,0.05986559,0.0007519574],"study_design_scores_gemma":[0.001207449,0.002571362,0.09536064,0.0002577764,0.00008194861,0.00008908847,0.0012633,0.001186153,0.7289457,0.00148714,0.1659862,0.00156322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965687,0.0002370468,0.000006887916,0.001423119,0.00002033188,0.0003358668,0.001001352,0.0002885505,0.0001181123],"genre_scores_gemma":[0.9969766,0.0002828314,0.000036231,0.0005939659,0.00003925687,0.00006048303,0.00125997,0.00000138505,0.0007493005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092775,"threshold_uncertainty_score":0.2969992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721552917506335,"score_gpt":0.2230951285871175,"score_spread":0.2058795994120542,"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."}}