{"id":"W4206030858","doi":"10.31331/joined.v4i2.1915","title":"Mangrove PEMETAAN MANGROVE DALAM BENTUK WEBGIS (STUDI KASUS : MUARA GEMBONG)","year":2021,"lang":"id","type":"article","venue":"Joined Journal (Journal of Informatics Education)","topic":"Edcuational Technology Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Mangrove; Geography; Computer science; Biology; Ecology","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","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003809397,0.0007485674,0.001447516,0.001792583,0.0008679115,0.00198586,0.00286472,0.0005346943,0.000444852],"category_scores_gemma":[0.00242358,0.0007153407,0.001003836,0.002078868,0.0003149523,0.005112045,0.0006676512,0.002964327,0.0006620912],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336351,"about_ca_system_score_gemma":0.009571607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005779819,"about_ca_topic_score_gemma":0.00001328189,"domain_scores_codex":[0.9892736,0.0004892927,0.006107747,0.000331424,0.002768669,0.001029256],"domain_scores_gemma":[0.9802096,0.0006210666,0.008637779,0.001286198,0.008358413,0.0008869091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002693358,0.007393145,0.02835978,0.002641566,0.008408633,0.001881283,0.05935759,0.001822536,0.001832297,0.1311775,0.5699192,0.1869371],"study_design_scores_gemma":[0.01326553,0.004098034,0.08235298,0.01000991,0.002984697,0.203605,0.1112879,0.01439976,0.006514317,0.03702425,0.5096473,0.004810278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4026187,0.03437524,0.2972584,0.09509169,0.1051322,0.001967205,0.00006014782,0.0002719438,0.0632245],"genre_scores_gemma":[0.7026921,0.007345955,0.2489306,0.006368809,0.01068694,0.00004250647,0.00006318648,0.0002037173,0.02366615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3000734,"threshold_uncertainty_score":0.9995298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232227690581779,"score_gpt":0.2612173365707683,"score_spread":0.2488950596649505,"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."}}