{"id":"W4393343724","doi":"10.29303/abdiinsani.v11i1.1475","title":"PELATIHAN PEMBUATAN STIK RUMPUT LAUT Kappaphycus alvarezii DALAM RANGKA MENDUKUNG IMPLEMENTASI EKONOMI BIRU DI KELOMPOK MASYARAKAT PESISIR DI DESA KALIUDA","year":2024,"lang":"id","type":"article","venue":"Jurnal Abdi Insani","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Kappaphycus alvarezii; Horticulture; Biology; Botany; Algae","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008786663,0.0008490802,0.0007898841,0.000127318,0.001007456,0.001305772,0.0009091778,0.0004103168,0.001303468],"category_scores_gemma":[0.00007874345,0.0004413325,0.0006634722,0.001179495,0.0002399307,0.001091227,0.0004293718,0.0007894824,0.0008381169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003784221,"about_ca_system_score_gemma":0.0002297308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095769,"about_ca_topic_score_gemma":0.0016399,"domain_scores_codex":[0.994747,0.0004112779,0.001395252,0.001236812,0.0009680915,0.00124158],"domain_scores_gemma":[0.997986,0.0005694036,0.0004473208,0.0003083329,0.000170239,0.0005187164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007277902,0.001324503,0.4446778,0.0008703355,0.002037214,0.001289001,0.005816236,0.00004259078,0.1592865,0.02591983,0.05021632,0.3077919],"study_design_scores_gemma":[0.001493293,0.001773591,0.6704979,0.001157002,0.0008440886,0.0003031137,0.005835748,0.005178527,0.004617358,0.002196725,0.303756,0.00234671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800799,0.003692573,0.0001388865,0.009608461,0.00190038,0.0008757581,0.0003272246,0.0003002077,0.003076594],"genre_scores_gemma":[0.9893117,0.0008894537,0.00009615591,0.0009060232,0.002829027,0.00007153041,0.0004569128,0.00002513426,0.005414051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3054452,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091876021767099,"score_gpt":0.2599037561087307,"score_spread":0.2289849958910597,"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."}}