{"id":"W2943658397","doi":"10.18331/sfs2019.5.2.6","title":"Discrimination analysis of hybrid Pangasianodon hypophthalmus (Sauvage, 1983) (♀) × Pangasius nasutus (♂) (Bleeker, 1976) and its parental species","year":2019,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pangasius; Biology; Fishery; Zoology; Fish <Actinopterygii>; Catfish","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":[0.0002802786,0.0002743417,0.0001946418,0.0009472345,0.0002309828,0.0001790409,0.0001315936,0.0002269665,0.0009163137],"category_scores_gemma":[0.0003515214,0.0001243292,0.0002732729,0.0002573281,0.0002263482,0.0001376733,0.0003313415,0.0001982708,0.0001527426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025097,"about_ca_system_score_gemma":0.0001205346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580514,"about_ca_topic_score_gemma":0.004169432,"domain_scores_codex":[0.9998319,0.00002993012,0.00001170769,0.00007881626,0.00002995604,0.00001768368],"domain_scores_gemma":[0.9997805,0.00007707136,0.00004711768,0.00001567818,0.00002864536,0.00005110207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003964269,0.00008781587,0.1159975,0.0000648722,0.00006329588,0.0004498044,0.0004851219,0.0002796831,0.8666874,0.0001456244,0.00002618088,0.01531634],"study_design_scores_gemma":[0.00001283502,0.0007558598,0.9826439,0.000004899532,0.00004555219,0.0006581281,0.0002715582,0.001239363,0.01396171,0.00008370281,0.0003080677,0.00001443585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999473,0.00002136853,0.0002786613,0.000002592134,9.326289e-7,0.000003412768,0.00003874359,0.000003711757,0.0001775573],"genre_scores_gemma":[0.9983688,0.00001813089,0.001095102,0.000005955045,8.922448e-7,0.000007999049,0.0001953975,0.000002844264,0.0003049881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001580514,"threshold_uncertainty_score":0.003142655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132786209815526,"score_gpt":0.2510529960855838,"score_spread":0.1182667862700578,"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."}}