{"id":"W2950196546","doi":"10.33772/jsl.v4i1.6805","title":"STRUKTUR KOMUNITAS MAKROALGA DI PERAIRAN DESA LANGARA BAJO KONAWE KEPULAUAN","year":2019,"lang":"id","type":"article","venue":"Jurnal Sapa Laut (Jurnal Ilmu Kelautan)","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Langara College","funders":"","keywords":"Physics; Biology; Botany","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":[0.0005111982,0.0005404518,0.0007127373,0.001115727,0.001170944,0.001883757,0.0004530825,0.0005812371,0.006928749],"category_scores_gemma":[0.0007933121,0.0004360932,0.00101015,0.002176741,0.0004736486,0.001201617,0.001150689,0.0008640967,0.00300822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030334,"about_ca_system_score_gemma":0.001066373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01783695,"about_ca_topic_score_gemma":0.037303,"domain_scores_codex":[0.9993906,0.0000348441,0.00004802175,0.0001847047,0.000239081,0.0001027624],"domain_scores_gemma":[0.999177,0.0001065892,0.0001142053,0.00009273699,0.0004154191,0.00009391206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001656737,0.00024857,0.5055847,0.002051383,0.0004449855,0.0007766364,0.003782142,0.005225716,0.3015036,0.001417658,0.01104565,0.1662622],"study_design_scores_gemma":[0.00002398346,0.0001862793,0.8921192,0.0001316986,0.0002263691,0.0003020021,0.004124964,0.00345769,0.05770931,0.0007983024,0.04083447,0.00008576447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943194,0.001322732,0.007805017,0.0003535383,0.0001397883,0.0001218963,0.02470365,0.0005984782,0.02176096],"genre_scores_gemma":[0.9512782,0.00111664,0.009421273,0.0001684797,0.00002662279,0.000225062,0.02423145,0.0002279244,0.01330432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01783695,"threshold_uncertainty_score":0.03546625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008281699189025117,"score_gpt":0.2104029151503312,"score_spread":0.2021212159613061,"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."}}