{"id":"W3022186454","doi":"10.18331/sfs2020.6.2.2","title":"Preliminary Study on Aquatic Snail Species of Bulinus globosus (Morelet, 1866) (Mollusca: Gastropoda: Planorbidae) from Nankumba Peninsula, Cape Maclear Island, South-East Arm of Lake Malawi","year":2020,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planorbidae; Gastropoda; Mollusca; Peninsula; Snail; Cape; Fishery; Ecology; Oceanography; Biology; Geology; Geography; Pulmonata; Archaeology","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":[0.0002727162,0.000385154,0.0002485128,0.0009767509,0.001122393,0.0002718274,0.0002528561,0.0002270445,0.001614392],"category_scores_gemma":[0.0006529061,0.0002376171,0.0003132594,0.0007153153,0.0004752505,0.0004760374,0.0005535692,0.000309101,0.0002402978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000418051,"about_ca_system_score_gemma":0.0005050239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03112108,"about_ca_topic_score_gemma":0.1273981,"domain_scores_codex":[0.9998364,0.00003424599,0.00001852872,0.00002989995,0.00003047912,0.00005037129],"domain_scores_gemma":[0.9994431,0.00006555588,0.0001578179,0.0000224878,0.0001328233,0.00017812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002172538,0.0001401875,0.9633799,0.0001635913,0.00004117729,0.0009685177,0.009527441,0.00005484703,0.01698245,0.00004425758,0.0002959319,0.008184356],"study_design_scores_gemma":[0.000002115868,0.000136091,0.9978911,0.000007691966,0.000006583794,0.0001470728,0.001135739,0.0000126873,0.0001536272,0.000003443444,0.0005020456,0.00000188363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989241,0.0000929952,0.00003897282,0.00002923819,0.000003105909,0.00003329421,0.0002479304,0.000001534978,0.0006288717],"genre_scores_gemma":[0.9974608,0.0002151821,0.0004061385,0.0000827226,0.000007816329,0.0000642517,0.0007903754,0.000001301233,0.0009712758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03112108,"threshold_uncertainty_score":0.06187987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050241663096282,"score_gpt":0.2429182440164082,"score_spread":0.1378940777067799,"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."}}