{"id":"W4382122312","doi":"10.18280/ijsdp.180626","title":"Coastal Village Model Based on Fishery Agribusiness in Donggala Regency, Indonesia","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agribusiness; Fishery; Environmental science; Geography; Agricultural economics; Business; Agriculture; Economics; Biology","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":[0.0002352993,0.0002136503,0.0001433544,0.0003734532,0.0009616658,0.001450326,0.0005971416,0.0002091111,0.008821229],"category_scores_gemma":[0.0002862015,0.0001109207,0.0002868579,0.0005038427,0.0005819066,0.0006737714,0.001283051,0.0002735716,0.0004955787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002473421,"about_ca_system_score_gemma":0.001853368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03432945,"about_ca_topic_score_gemma":0.0624347,"domain_scores_codex":[0.9998221,0.00006395077,0.000008029914,0.00003300076,0.00002414083,0.00004885501],"domain_scores_gemma":[0.9998703,0.00001980099,0.00001847892,0.000008999054,0.00002427959,0.00005807891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008227967,0.001599574,0.473843,0.0005397087,0.0001643239,0.01366142,0.01122659,0.2158114,0.006595342,0.1262293,0.01726994,0.1322366],"study_design_scores_gemma":[0.0002207224,0.001108654,0.3186322,0.0003186038,0.0001904518,0.00285919,0.07766778,0.4841698,0.001937426,0.02929693,0.08346164,0.0001367024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349809,0.0001346763,0.005226412,0.0003712449,0.00002242495,0.0001962153,0.0003681347,0.00006243111,0.05863744],"genre_scores_gemma":[0.9869621,0.00007916746,0.002293197,0.00001914326,0.000001989458,0.00005697755,0.0001712405,0.000005817727,0.01041051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03432945,"threshold_uncertainty_score":0.06825924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133031407578392,"score_gpt":0.2323310697752407,"score_spread":0.2110007556994568,"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."}}