{"id":"W4395465577","doi":"10.18280/ijdne.190207","title":"Feasibility and Development Strategies for Mangrove Fruit-Based Products in Karawang, West Java","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mangrove; Java; Geography; Fishery; Engineering; Ecology; Computer science; Biology; Operating system","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":[0.000568812,0.0002521865,0.0001010141,0.0007075291,0.001063947,0.001715677,0.0006218054,0.0003752126,0.003007681],"category_scores_gemma":[0.00058344,0.0001881145,0.0001981413,0.0007030717,0.0004344422,0.001115432,0.0008014853,0.0003485614,0.0002838926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279,"about_ca_system_score_gemma":0.002209683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006625011,"about_ca_topic_score_gemma":0.02346746,"domain_scores_codex":[0.9997104,0.00006478671,0.00002146602,0.00005480813,0.00007064285,0.00007785334],"domain_scores_gemma":[0.9996824,0.00007191725,0.00008659841,0.00001377199,0.00005396297,0.00009128019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003886135,0.001586624,0.4640185,0.00281421,0.00008484387,0.01253848,0.04067453,0.001753874,0.1032395,0.01986942,0.002234366,0.3507971],"study_design_scores_gemma":[0.00003590685,0.0007514471,0.7098792,0.0007473562,0.0001660346,0.002748643,0.1708123,0.0041399,0.01345419,0.004780237,0.09239934,0.00008542027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815283,0.0007202511,0.0008821134,0.0004616747,0.000008816499,0.0001158741,0.00004592027,0.000008866501,0.01622829],"genre_scores_gemma":[0.9927173,0.00078454,0.002849024,0.00005030198,0.000002305859,0.000028044,0.00004530328,0.000004727752,0.003518692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006625011,"threshold_uncertainty_score":0.01317286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505514960365024,"score_gpt":0.2660270706910837,"score_spread":0.2309719210874334,"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."}}