{"id":"W4387229442","doi":"10.33024/jkpm.v6i10.12058","title":"Penyuluhan Urgensi Aspek Hukum Merek Packaging dan Kesehatan Pada UMKM di Bandar Lampung (Produk Olahan Singkong)","year":2023,"lang":"id","type":"article","venue":"JURNAL KREATIVITAS PENGABDIAN KEPADA MASYARAKAT (PKM)","topic":"Indonesian Legal and Regulatory Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; Art","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"],"category_scores_codex":[0.004207856,0.002019404,0.002483862,0.001073664,0.008124798,0.001641699,0.001790143,0.0008299474,0.0004091438],"category_scores_gemma":[0.0008989516,0.00187976,0.001318396,0.004488794,0.002699958,0.002183281,0.0009297972,0.002351402,0.001249266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115822,"about_ca_system_score_gemma":0.001570763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410994,"about_ca_topic_score_gemma":0.006742062,"domain_scores_codex":[0.9851629,0.002408729,0.002004357,0.00266977,0.003483017,0.004271196],"domain_scores_gemma":[0.9935558,0.001179938,0.001239095,0.001501537,0.0007792254,0.001744359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001058305,0.002178699,0.6188701,0.002197321,0.005409027,0.01296431,0.1609064,0.0002442083,0.01925172,0.0329655,0.09308821,0.05086616],"study_design_scores_gemma":[0.004255523,0.001362994,0.4697874,0.002496179,0.001673769,0.0002905616,0.09539095,0.0006439245,0.007220605,0.001708245,0.4089951,0.0061748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8759297,0.006605208,0.00007626138,0.020555,0.009373478,0.002915442,0.0003714567,0.001361036,0.08281243],"genre_scores_gemma":[0.9383808,0.001508865,0.0001186416,0.0004012674,0.003890463,0.0001200539,0.0002143917,0.0003353749,0.05503019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159069,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544012278328852,"score_gpt":0.2797325013159663,"score_spread":0.2542923785326778,"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."}}