{"id":"W4387464050","doi":"10.24843/bum.2022.v21.i04.p04","title":"PENYULUHAN MENGENAI KEBERLANJUTAN USAHA PERIKANAN TANGKAP SKALA KECIL BERDASARKAN ASPEK EKONOMI DI OHOI OHOIDERTAWUN KABUPATEN MALUKU TENGGARA","year":2023,"lang":"id","type":"article","venue":"Buletin Udayana Mengabdi","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002696982,0.001714295,0.001664093,0.0004900473,0.001687805,0.0007048786,0.002317827,0.0007610165,0.01155445],"category_scores_gemma":[0.0002718177,0.001724932,0.0008035424,0.00203521,0.0006484123,0.0006194933,0.002586403,0.001478467,0.03073649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009364296,"about_ca_system_score_gemma":0.0002323942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100493,"about_ca_topic_score_gemma":0.006984929,"domain_scores_codex":[0.9886405,0.001157268,0.002021746,0.002861812,0.002053811,0.003264806],"domain_scores_gemma":[0.9946589,0.0005275754,0.000819933,0.00240983,0.0001008278,0.001482948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001081869,0.002383711,0.6056125,0.00187769,0.002002802,0.00510837,0.01036662,0.003211653,0.03419045,0.002467251,0.1883751,0.143322],"study_design_scores_gemma":[0.002756385,0.001220758,0.3074318,0.0003550333,0.0004320446,0.000183223,0.003818433,0.01100841,0.002468615,0.0001627932,0.6669146,0.003247859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7977628,0.0007788417,0.00004459682,0.004075612,0.002111913,0.002178934,0.0003585256,0.000744863,0.191944],"genre_scores_gemma":[0.9350438,0.001597619,0.0001362206,0.0005729925,0.0009514996,0.000320504,0.0003891449,0.0003509095,0.0606373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4785396,"threshold_uncertainty_score":0.9996119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590672470723618,"score_gpt":0.2230647703691266,"score_spread":0.2071580456618904,"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."}}