{"id":"W4312198213","doi":"10.29303/jpmpi.v5i4.2503","title":"Penyusunan Rencana Strategis Pengelolaan Sumberdaya Pesisir di Dusun Ujung Desa Pemongkong Kebupaten Lombok Timur","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Magister Pendidikan IPA","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002659316,0.001636645,0.001585107,0.0005941328,0.003324693,0.001484225,0.003463116,0.0003646142,0.07051071],"category_scores_gemma":[0.00008302518,0.00181334,0.00102083,0.001491075,0.0006468777,0.001778619,0.004437645,0.003429285,0.00568348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285514,"about_ca_system_score_gemma":0.0006208464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02679677,"about_ca_topic_score_gemma":0.02739676,"domain_scores_codex":[0.9870104,0.00192867,0.002312926,0.002640201,0.003145375,0.002962379],"domain_scores_gemma":[0.9940392,0.0002738695,0.001427172,0.002279614,0.00009835346,0.001881729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001423404,0.00269766,0.787273,0.001090156,0.0008027019,0.009531646,0.008114145,0.001189158,0.005041323,0.0008155259,0.1489491,0.03307216],"study_design_scores_gemma":[0.003377009,0.001912451,0.6683468,0.0002413241,0.000631617,0.002092269,0.01049587,0.004264478,0.0004462636,0.0004888838,0.3036857,0.004017305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7669232,0.0006340924,0.00004586975,0.002123596,0.00266443,0.001731841,0.0009531372,0.0002103954,0.2247135],"genre_scores_gemma":[0.9117713,0.000234521,0.00007584436,0.0007022002,0.001050261,0.0002223688,0.0003712793,0.0002793197,0.08529291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1547366,"threshold_uncertainty_score":0.9996381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601390827445952,"score_gpt":0.2208438468213575,"score_spread":0.204829938546898,"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."}}