{"id":"W4414869116","doi":"10.64106/acervo.imipas.2","title":"Evaluación de Recursos Pesqueros en el Noroeste Mexicano Golfo de California y Costa Occidental de la Península de Baja California","year":2025,"lang":"es","type":"book","venue":"","topic":"Mexican Socioeconomic and Environmental Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coastal zone; Fish <Actinopterygii>; Amazon rainforest; Bay","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":[0.0003750258,0.0003255016,0.0002881061,0.001052441,0.000852838,0.0009362511,0.000362635,0.0002134231,0.0008171471],"category_scores_gemma":[0.0005049002,0.0001883938,0.0001922365,0.001786791,0.0004199522,0.0002711334,0.0003549468,0.0002184694,0.0001327696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458343,"about_ca_system_score_gemma":0.002007109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5173822,"about_ca_topic_score_gemma":0.8084468,"domain_scores_codex":[0.9996747,0.00001662233,0.00001212648,0.0001169739,0.0001228846,0.00005670089],"domain_scores_gemma":[0.9993348,0.00005206062,0.0001485039,0.00001957057,0.0003632729,0.00008181245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001964121,0.00004488439,0.9750581,0.0001147747,0.0001107149,0.00009346586,0.001600991,0.0003928429,0.004028648,0.00006333414,0.0006512188,0.0176446],"study_design_scores_gemma":[0.000001725588,0.00002986044,0.9971809,0.0000148465,0.00001868091,0.000008077429,0.001078104,0.00007506843,0.0001893324,0.000005069634,0.001396203,0.000002280461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970522,0.0003571364,0.00006378905,0.0000256184,0.000004701104,0.00001257053,0.0008494495,0.000006183971,0.001628412],"genre_scores_gemma":[0.9918706,0.001024053,0.0006585273,0.00003336263,0.000007259153,0.00005272016,0.00206703,0.000007500134,0.004278965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5173822,"threshold_uncertainty_score":0.9709201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004871789783318498,"score_gpt":0.2652113125946188,"score_spread":0.2603395228113004,"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."}}