{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764988,0.0001690803,0.0002257767,0.00004492738,0.0001755407,0.00007418599,0.00005251898,0.00007934572,0.00003412799],"category_scores_gemma":[0.00009402648,0.0001238585,0.00001668437,0.0002990507,0.0001203838,0.0003127052,0.0003385677,0.0001133448,0.000003033618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006510082,"about_ca_system_score_gemma":0.000003638689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003852914,"about_ca_topic_score_gemma":0.0852116,"domain_scores_codex":[0.9989657,0.00004889338,0.0002595653,0.0003401819,0.00012265,0.000263026],"domain_scores_gemma":[0.9996771,0.00007477995,0.00005765532,0.00009301987,0.000005895272,0.00009156881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002101008,0.00001782513,0.9576104,0.00001502702,0.000003801617,0.000005335428,0.02386532,0.000003082966,0.0002108411,0.000002625083,0.000819113,0.0174256],"study_design_scores_gemma":[0.0003086409,0.00010798,0.9713768,0.00007923701,0.00000966983,0.0000012245,0.02190158,0.00009026599,0.0001166399,0.0002166762,0.005627578,0.0001636464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975916,0.00006680745,0.000002240281,0.001086315,0.00005444372,0.000356307,0.00001892446,0.00003564995,0.000787778],"genre_scores_gemma":[0.9983082,0.0009991246,0.00005422109,0.0001396744,0.00001114838,0.00008957102,0.00003363304,0.000007763217,0.0003566968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08135869,"threshold_uncertainty_score":0.9314809,"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."}}