{"id":"W2184293507","doi":"10.24043/isj.246","title":"Mariculture and Marine Spatial Planning: Integrating Local Ecological Knowledge at Kaledupa Island, Indonesia","year":2010,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Mariculture; Geography; Fishery; Resource (disambiguation); Environmental resource management; Environmental planning; Marine protected area; Ecology; Aquaculture; Environmental science; Fish <Actinopterygii>; Habitat; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009960126,0.0001395844,0.0002067291,0.0008103757,0.001140278,0.001558313,0.0005104141,0.0001810721,0.002323892],"category_scores_gemma":[0.002487684,0.0001710741,0.0001283919,0.001148677,0.0006299297,0.001396221,0.00123896,0.0002966277,0.0001907562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360434,"about_ca_system_score_gemma":0.001997297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04541457,"about_ca_topic_score_gemma":0.1646729,"domain_scores_codex":[0.9996425,0.0001807069,0.00002809844,0.0000491752,0.00004973693,0.00004982285],"domain_scores_gemma":[0.9988388,0.000584063,0.0001633586,0.00008086126,0.000174998,0.0001578177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008405985,0.0004505808,0.6558906,0.0004321127,0.00004420937,0.001799356,0.1432573,0.001905737,0.001774247,0.00104249,0.0009524512,0.1923667],"study_design_scores_gemma":[0.000008305501,0.0001858141,0.5223103,0.0003210827,0.00005398242,0.0003550219,0.4632287,0.005035332,0.0008442266,0.0007664635,0.00685725,0.0000335063],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916965,0.00007893263,0.0005187051,0.0001800753,0.000001575622,0.000040034,0.00005992526,0.000006026463,0.007418182],"genre_scores_gemma":[0.9977964,0.0001767546,0.001261609,0.00001335802,9.608806e-7,0.00002381343,0.0000545104,0.000001693252,0.000670903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04541457,"threshold_uncertainty_score":0.09030044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127829708403126,"score_gpt":0.2737101594911041,"score_spread":0.2609271886507915,"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."}}