{"id":"W7077144047","doi":"10.5376/msb.2025.16.0011","title":"The Application and Effect Evaluation of Eco-Friendly Soil Improvement Techniques in the Cultivation of <i>Chrysanthemum morifolium</i> (Ramat.) Hemsl.","year":2025,"lang":"en","type":"article","venue":"Molecular Soil Biology","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil fertility; Nutrient; Fertilizer; Sowing; Microorganism; Soil quality; Soil nutrients; Biofertilizer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008311313,0.0001117229,0.0001619872,0.0000424276,0.00006943996,0.00001186476,0.0001734405,0.0000508191,0.000002617568],"category_scores_gemma":[0.00002935605,0.00006985918,0.00006553407,0.0001905154,0.0001980911,0.00002350648,0.00006287488,0.00007682615,9.065041e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001911629,"about_ca_system_score_gemma":0.00005431896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000395971,"about_ca_topic_score_gemma":0.000005664005,"domain_scores_codex":[0.9989788,0.0002865224,0.0002716883,0.0001852396,0.0001515771,0.0001261926],"domain_scores_gemma":[0.9992076,0.0002545388,0.0001462845,0.000218873,0.0001608449,0.00001188811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002021692,0.00005903026,0.0004222358,0.0000121712,0.00003056264,2.705714e-8,0.00004362609,0.0001367027,0.3459158,0.5387784,0.00001598391,0.1145653],"study_design_scores_gemma":[0.0004626068,0.000196394,0.002513197,0.00002045484,0.00006338472,1.420711e-7,0.00004157549,0.007408768,0.4538267,0.534927,0.0004601204,0.00007973643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332114,0.000194981,0.0626114,0.0002940367,0.00003678264,0.0005947644,0.00001299942,0.000009695927,0.003033944],"genre_scores_gemma":[0.9994336,0.000005664098,0.00009500432,0.00004370332,0.0000300468,0.0003090476,0.00007202711,0.000005360671,0.000005552291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144856,"threshold_uncertainty_score":0.2848774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003138573784080386,"score_gpt":0.2574914706032862,"score_spread":0.2543528968192058,"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."}}