{"id":"W7117892463","doi":"10.58406/jpml.v8i2.2258","title":"PENINGKATAN KOMPETENSI PENELITIAN GURU DAN SISWA KELOMPOK ILMIAH REMAJA MELALUI PELATIHAN KARYA TULIS ILMIAH DI SMAN 1 EMPANG, KABUPATEN SUMBAWA","year":2025,"lang":"","type":"article","venue":"Jurnal Pengembangan Masyarakat Lokal","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Research method; Experimental research","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","research_integrity"],"category_scores_codex":[0.00573694,0.0020504,0.002746005,0.001435121,0.005242068,0.002160294,0.003711747,0.001382155,0.003069644],"category_scores_gemma":[0.002735522,0.00210027,0.001902285,0.003558541,0.002313663,0.002025975,0.001203939,0.003294894,0.0006807591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657741,"about_ca_system_score_gemma":0.003357026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185227,"about_ca_topic_score_gemma":0.003336459,"domain_scores_codex":[0.9832165,0.00391394,0.003198283,0.002964229,0.003207628,0.003499461],"domain_scores_gemma":[0.9905874,0.002220411,0.00164773,0.002130081,0.001452871,0.001961554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002613796,0.003622332,0.5258806,0.00212271,0.004356469,0.001745027,0.110552,0.0005745367,0.007823193,0.1763636,0.09123826,0.07310745],"study_design_scores_gemma":[0.00308699,0.0007432027,0.7318898,0.00162321,0.001634634,0.0001009911,0.06790808,0.0008519105,0.001739656,0.00887722,0.1780605,0.003483852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7570466,0.007603076,0.0004328824,0.03662323,0.01278302,0.002194708,0.0002861012,0.0004914493,0.182539],"genre_scores_gemma":[0.9432349,0.001127516,0.003652531,0.001869435,0.004814835,0.00007314783,0.0002722946,0.0002577633,0.04469765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2060092,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907246462957928,"score_gpt":0.3460165699976211,"score_spread":0.3169441053680419,"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."}}