{"id":"W4386522329","doi":"10.1002/aff2.129","title":"Youth recruitment and retainment in small‐scale fisheries: Factors influencing succession and participation decisions in Cameroon","year":2023,"lang":"en","type":"article","venue":"Aquaculture Fish and Fisheries","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Fishing; Climate change; Business; Scale (ratio); Ecological succession; Adaptive capacity; Fishery; Environmental resource management; Geography; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388324,0.0002794919,0.0001608236,0.0005869905,0.001094627,0.0007786523,0.0002738712,0.0002627912,0.003091761],"category_scores_gemma":[0.001704423,0.0001751226,0.0003234325,0.0005010813,0.0005452343,0.0004406395,0.0008817964,0.0004892535,0.000132335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256014,"about_ca_system_score_gemma":0.001324743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06099589,"about_ca_topic_score_gemma":0.1279289,"domain_scores_codex":[0.9994894,0.0001695486,0.00003105837,0.00005431476,0.00003516272,0.0002203962],"domain_scores_gemma":[0.9988676,0.0002485644,0.0003487015,0.00002533281,0.00009562214,0.00041421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003133536,0.00008184157,0.9936056,0.00001580871,0.000006010241,0.0001432642,0.003456434,0.00003719874,0.0001026134,0.00009226564,0.00009977245,0.002327889],"study_design_scores_gemma":[0.000001996658,0.00005925273,0.9827753,0.00003943328,0.000007284773,0.00005494089,0.01638403,0.0002613251,0.0000653754,0.00004565427,0.0003018247,0.0000036673],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997275,0.00003658753,0.00001692653,0.0000393309,0.00000159283,0.000003758229,0.00002963051,2.157779e-7,0.0001444696],"genre_scores_gemma":[0.9997539,0.00004773178,0.00002788916,0.000008021652,9.000439e-7,0.000005023796,0.00002543501,1.90769e-7,0.0001308695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06099589,"threshold_uncertainty_score":0.1212817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639053369433103,"score_gpt":0.2566875922628696,"score_spread":0.2002970585685385,"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."}}