{"id":"W4308576802","doi":"10.18331/sfs2022.9.1.2","title":"Aspects of biology of Atya gabonensis (Giebel, 1875) (Crustacea: Decapoda: Natantia) at the confluence of river Niger and Benue, Ganaja, Kogi State, Nigeria","year":2022,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Religion and Sociopolitical Dynamics in Nigeria","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confluence; Decapoda; Niger delta; Crustacean; Biology; Southeastern Nigeria; Fishery; Geography; Veterinary medicine; Medicine; Socioeconomics; Sociology; Engineering","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":[0.0001450098,0.0002945401,0.0001967122,0.001528017,0.001172604,0.0005875354,0.0003242191,0.0003491249,0.0009060511],"category_scores_gemma":[0.0002820091,0.0001928681,0.000144332,0.0008836986,0.0008935704,0.0004643314,0.000875255,0.0002419757,0.0001671197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009689665,"about_ca_system_score_gemma":0.0005051803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03069233,"about_ca_topic_score_gemma":0.1268312,"domain_scores_codex":[0.9999142,0.00001385495,0.000009943201,0.00001786122,0.00001648943,0.00002781283],"domain_scores_gemma":[0.9998587,0.00001792307,0.00005444033,0.000003089247,0.00002778329,0.0000379729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048808,0.00004524903,0.9717276,0.00006820584,0.00002585037,0.001553402,0.008319865,0.0002977921,0.00845223,0.000263536,0.000112123,0.009029328],"study_design_scores_gemma":[0.000001063018,0.0000346842,0.9958221,0.000009259619,0.000005242797,0.0002139457,0.003333197,0.00004041844,0.00009312253,0.00002804198,0.0004162579,0.000002687578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985809,0.0001930718,0.0000133691,0.00001740895,0.000002054874,0.000003663908,0.00003466268,6.567013e-7,0.001154343],"genre_scores_gemma":[0.9994556,0.0001439094,0.00004934327,0.0000083495,0.000001786281,0.000003501337,0.00004266637,3.350615e-7,0.0002945631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03069233,"threshold_uncertainty_score":0.06102741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08344006462181877,"score_gpt":0.318473304338656,"score_spread":0.2350332397168372,"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."}}