{"id":"W6904751211","doi":"10.14288/1.0445409","title":"Reconstruction of Freshwater Fisheries Catches : Canada, Minnesota (USA), and ASEAN Countries","year":2024,"lang":"en","type":"article","venue":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discards; Fishing; Marine fisheries; Subsistence agriculture; Fisheries management; Recreation; Food security; Recreational fishing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006292771,0.0005786717,0.0002293606,0.006941866,0.001138222,0.001560095,0.0006469073,0.0001527325,0.002857573],"category_scores_gemma":[0.001713932,0.0002175762,0.0005200134,0.01451186,0.0003067784,0.0005094478,0.0008049656,0.0004441909,0.0005759792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01493304,"about_ca_system_score_gemma":0.01609659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9813392,"about_ca_topic_score_gemma":0.9866554,"domain_scores_codex":[0.9994034,0.00002989133,0.00005296645,0.00007709124,0.000320751,0.0001159402],"domain_scores_gemma":[0.9978787,0.00004659124,0.0002182158,0.00005525627,0.001658995,0.0001424243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000259664,0.00006841163,0.7290109,0.0006253553,0.0006581373,0.0007001701,0.00233072,0.008278914,0.00146439,0.007483338,0.1451273,0.1039928],"study_design_scores_gemma":[0.000009514457,0.00002060928,0.8932447,0.0001660933,0.00005898072,0.000147675,0.002497272,0.001822274,0.0005197056,0.0001972764,0.1012543,0.00006152455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5369229,0.004609974,0.003465144,0.001653266,0.0002605794,0.0002878393,0.3475638,0.000479618,0.1047568],"genre_scores_gemma":[0.7002615,0.008376896,0.01344098,0.0003835965,0.00004280926,0.0002199906,0.2458837,0.0002304642,0.03115999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866084,"threshold_uncertainty_score":0.1083473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008961177786011418,"score_gpt":0.2011540527344217,"score_spread":0.1921928749484103,"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."}}