{"id":"W2978939209","doi":"10.21083/ibol.v9i1.5526","title":"How a Tropical Country can DNA Barcode Itself","year":2019,"lang":"en","type":"article","venue":"iBOL Barcode Bulletin","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barcode; DNA barcoding; Business; Biology; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005042803,0.0008077172,0.0003968632,0.001319271,0.00588398,0.0081269,0.0008868648,0.00353948,0.03225515],"category_scores_gemma":[0.01321283,0.0004922187,0.0005784484,0.001591358,0.008291473,0.01027501,0.003956225,0.006830991,0.02156429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859845,"about_ca_system_score_gemma":0.01106001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02629052,"about_ca_topic_score_gemma":0.03849441,"domain_scores_codex":[0.997034,0.0007586346,0.0001040964,0.0003653316,0.00103662,0.00070133],"domain_scores_gemma":[0.9947861,0.000883188,0.0003491837,0.0009121111,0.001734485,0.001334768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001268435,0.00015942,0.006486182,0.0006324803,0.00006363482,0.0009659065,0.008757669,0.0003988798,0.006158955,0.1582583,0.5778131,0.2401786],"study_design_scores_gemma":[0.000008534831,0.00002986942,0.001253185,0.0003871533,0.000014554,0.0001990544,0.002960814,0.00004564118,0.0009049955,0.01073,0.9834298,0.00003621612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009293004,0.02298647,0.01658017,0.4819483,0.02686768,0.0002301785,0.001066208,0.001263265,0.4397647],"genre_scores_gemma":[0.1932104,0.04012272,0.0582101,0.212775,0.004520544,0.0003633941,0.001469683,0.002033364,0.4872948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03225515,"threshold_uncertainty_score":0.1079042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003661297133111569,"score_gpt":0.1858350473713268,"score_spread":0.1821737502382152,"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."}}