{"id":"W3161342954","doi":"","title":"Peer Review: Kombinasi Metode Telusur (Tracking) dan Point Centered Quarter (PCQ) untuk Analisis Cadangan Karbon Mangrove Langka Kecamatan Mananggu Kabupaten Boalemo","year":2021,"lang":"id","type":"article","venue":"LAPORAN PENELITIAN","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Mangrove; Point (geometry); Environmental science; Geography; Mathematics; Fishery; Biology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00748283,0.0004564625,0.0009567665,0.003089427,0.001845648,0.003728513,0.001329112,0.0007669499,0.03258282],"category_scores_gemma":[0.03858179,0.0002199337,0.0004351055,0.004527905,0.0006204832,0.001859516,0.001292687,0.0005911131,0.01295326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008461701,"about_ca_system_score_gemma":0.005352181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007433029,"about_ca_topic_score_gemma":0.009740105,"domain_scores_codex":[0.9889588,0.001907511,0.0007880889,0.0009070172,0.006893768,0.0005447626],"domain_scores_gemma":[0.9585291,0.007164454,0.002153212,0.001661399,0.02933543,0.001156482],"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":[0.0005935848,0.0001268694,0.04858173,0.002114617,0.000142213,0.0006708164,0.002372721,0.001818343,0.008325813,0.003652852,0.1409233,0.790677],"study_design_scores_gemma":[0.0001326855,0.0007193775,0.2440131,0.000874742,0.0004038414,0.00135069,0.0132986,0.02761841,0.01649521,0.006761914,0.6881381,0.0001933609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.603468,0.01178314,0.130298,0.01797518,0.01299239,0.004297183,0.01445518,0.00625012,0.1984808],"genre_scores_gemma":[0.8181841,0.002992239,0.05179022,0.0006298361,0.001316579,0.0009300094,0.00637654,0.0009944685,0.1167861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03258282,"threshold_uncertainty_score":0.1090004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753170881186479,"score_gpt":0.2898827539651486,"score_spread":0.2623510451532838,"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."}}