{"id":"W4214747291","doi":"10.29303/jpmpi.v5i1.1302","title":"Edukasi Tanggap Bencana Melalui Kegiatan Sosialisasi Guna Mewujudkan Masyarakat Desa Pijot Yang Tangguh","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Magister Pendidikan IPA","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003604663,0.001381587,0.001308154,0.00114488,0.004719106,0.002668274,0.007201529,0.0002921719,0.005035211],"category_scores_gemma":[0.0003370693,0.001599979,0.0007987564,0.002340649,0.0005755355,0.001798992,0.004271261,0.004452286,0.002604046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200787,"about_ca_system_score_gemma":0.001395712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143234,"about_ca_topic_score_gemma":0.0007075226,"domain_scores_codex":[0.9879466,0.002134007,0.001913348,0.00289313,0.002606697,0.002506251],"domain_scores_gemma":[0.9919525,0.0006001122,0.001475422,0.004158607,0.0002965773,0.001516751],"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":[0.0005219876,0.00281534,0.02727275,0.000595812,0.001096578,0.003372566,0.02536025,0.001057402,0.003851437,0.07319853,0.7227805,0.1380769],"study_design_scores_gemma":[0.002216778,0.001100121,0.02931646,0.0002004151,0.0005014451,0.002049677,0.002970518,0.009128381,0.0002827819,0.001532534,0.9479858,0.002715048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2947179,0.01301468,0.08774731,0.1420439,0.03520856,0.009730253,0.01091906,0.004809381,0.4018089],"genre_scores_gemma":[0.9398504,0.000175832,0.008529469,0.004475265,0.002496437,0.0004915957,0.001037102,0.0003132427,0.04263066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6451325,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126618952937569,"score_gpt":0.2629504459134862,"score_spread":0.2416842563841105,"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."}}