{"id":"W6989333614","doi":"","title":"Appropriate fishing gears for exploiting Nile Perch, Nile Tilapia and Mukene","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Trawling; Nile tilapia; Fishing; Oreochromis; Netting; Artisanal fishing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00038821,0.0003197226,0.0002478647,0.0008567713,0.0005788176,0.0003251911,0.0003521417,0.0002605449,0.004904465],"category_scores_gemma":[0.00119727,0.0002148611,0.0002692452,0.000433636,0.0002185336,0.0004366105,0.0005214707,0.0001511646,0.001143821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108402,"about_ca_system_score_gemma":0.0004605233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505168,"about_ca_topic_score_gemma":0.008720155,"domain_scores_codex":[0.9997199,0.00005936852,0.00005515603,0.00003946778,0.0000664939,0.00005954009],"domain_scores_gemma":[0.9996262,0.00005139797,0.0001677539,0.00003336155,0.00007522301,0.00004606748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006203362,0.0004286942,0.5088266,0.002340136,0.00006424825,0.001995048,0.001887629,0.001406157,0.08158914,0.001311966,0.006206117,0.393324],"study_design_scores_gemma":[0.00005240792,0.001064192,0.9410757,0.00069399,0.00007960007,0.001881545,0.003651914,0.0006662037,0.01111305,0.000669021,0.0389979,0.00005441315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719366,0.001845952,0.003827964,0.0002383227,0.00007669397,0.000449951,0.0008700956,0.00008063832,0.02067387],"genre_scores_gemma":[0.9520043,0.002525569,0.03541271,0.0001433681,0.00001603923,0.0005153064,0.0007921997,0.00002601394,0.00856459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004904465,"threshold_uncertainty_score":0.01640713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873899452186382,"score_gpt":0.2237116365482744,"score_spread":0.2049726420264106,"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."}}