{"id":"W7114915449","doi":"10.18280/ijdne.201012","title":"Optimizing Spore Propagation of Ketak Fern (Lygodium circinnatum) for Sustainable Cultivation: Synergistic Effects of Organic Fertilizers and Climbing Supports","year":2025,"lang":"","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Plant Disease Management Techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Spore; Climbing; Fern; Raw material; Sustainable production","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120022,0.0002775818,0.0001923852,0.0001657967,0.0001845509,0.0003589574,0.0002723677,0.0001992846,0.0004851632],"category_scores_gemma":[0.0001342612,0.00006553266,0.0001817093,0.000118893,0.00006445334,0.00019215,0.0001917362,0.0003000151,0.0001072381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200954,"about_ca_system_score_gemma":0.000308066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042212,"about_ca_topic_score_gemma":0.005964633,"domain_scores_codex":[0.9999245,0.000008293218,0.000005677651,0.00002082769,0.00001871335,0.00002195296],"domain_scores_gemma":[0.9999094,0.00001889959,0.00002174694,0.000004318999,0.00001373602,0.00003191278],"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":[0.00006839731,0.00005755838,0.0002910985,0.00003039373,0.000001580387,0.00002889776,0.000007733513,0.0001443757,0.9973254,0.00001508586,0.00001545061,0.002014151],"study_design_scores_gemma":[0.00002637691,0.001457978,0.0103404,0.00001790957,0.00003727588,0.0001065686,0.0001182326,0.004133297,0.9824991,0.00004594961,0.001204378,0.0000126353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981463,0.0003126105,0.0009036963,0.00003519136,0.00001759483,0.00001097307,0.00005829569,0.00002218444,0.0004930649],"genre_scores_gemma":[0.9970543,0.0002610662,0.001959521,0.00001032988,0.000002891051,0.000008896457,0.00008810324,0.000008410025,0.0006065723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002042212,"threshold_uncertainty_score":0.004060686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006935039820571908,"score_gpt":0.2367383720454744,"score_spread":0.2298033322249025,"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."}}