{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008982218,0.00083419,0.0004625173,0.001130274,0.002629923,0.004217138,0.0007526876,0.000997378,0.0507182],"category_scores_gemma":[0.0008101186,0.0004152327,0.0005537492,0.001355403,0.0009621502,0.001571037,0.00259688,0.001434971,0.01384408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057905,"about_ca_system_score_gemma":0.00443108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142365,"about_ca_topic_score_gemma":0.03103837,"domain_scores_codex":[0.9992868,0.00009106613,0.00002888846,0.0001562228,0.0002627074,0.000174287],"domain_scores_gemma":[0.9991623,0.00008948363,0.00006957292,0.00009382017,0.0003781415,0.0002066042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001187703,0.001025281,0.05297394,0.002312491,0.0001649808,0.002131822,0.008364715,0.001157729,0.1768655,0.0217306,0.05322844,0.6788569],"study_design_scores_gemma":[0.00003989245,0.0005285909,0.06147173,0.000465245,0.0001443873,0.0009135675,0.008694017,0.0005521429,0.04634206,0.003757453,0.8769953,0.00009561454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4319002,0.01415616,0.02264182,0.009038755,0.00175007,0.0006650692,0.003305921,0.002025429,0.5145165],"genre_scores_gemma":[0.4515585,0.008821828,0.01860109,0.001460448,0.0001699499,0.0003334027,0.002214176,0.0004180766,0.5164225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0507182,"threshold_uncertainty_score":0.1696693,"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."}}