{"id":"W4411432927","doi":"10.1002/star.70061","title":"Phosphorylated Starch‐Enhanced Controlled‐Release Formulations for Agricultural Applications","year":2025,"lang":"en","type":"article","venue":"Starch - Stärke","topic":"Polymer-Based Agricultural Enhancements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Polyvinyl alcohol; Salicylic acid; Starch; Chemistry; Active ingredient; Coating; Membrane; Polyvinyl acetate; Ethanol; Controlled release; Chemical engineering; Food science; Pulp and paper industry; Materials science; Organic chemistry; Polymer; Biochemistry; Nanotechnology; Pharmacology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001033089,0.000305701,0.0003795383,0.0001269065,0.0002969707,0.00006722044,0.0002942047,0.0001055525,0.0001017716],"category_scores_gemma":[0.00005027733,0.0002298863,0.0001976509,0.0006325279,0.0000490075,0.0002233032,0.00004535861,0.0002060363,0.00005049342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713302,"about_ca_system_score_gemma":0.00006640962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003973076,"about_ca_topic_score_gemma":0.0001020647,"domain_scores_codex":[0.9983591,0.0000236312,0.0004719328,0.0003241424,0.0002225795,0.0005985819],"domain_scores_gemma":[0.9990267,0.0002586085,0.00006018542,0.0002919371,0.0002132661,0.0001493527],"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":[0.0015787,0.0004704629,0.0001084547,0.0005807367,0.00161008,0.000002166275,0.0009181689,0.04778415,0.8174636,0.02363774,0.0120992,0.09374657],"study_design_scores_gemma":[0.03715165,0.0009785296,0.01668341,0.0004916829,0.0007684708,0.000003604938,0.001316376,0.0655175,0.6618923,0.0104608,0.2017055,0.003030151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7347191,0.002223262,0.2347776,0.000649286,0.0006871971,0.007484008,0.001006592,0.001427158,0.01702573],"genre_scores_gemma":[0.9913582,0.00007553837,0.001653729,0.00009340852,0.0001037078,0.003558596,0.0006086681,0.00002463233,0.002523495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2566391,"threshold_uncertainty_score":0.9374491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006656846072529059,"score_gpt":0.2459608443956034,"score_spread":0.2393039983230743,"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."}}