{"id":"W4380722110","doi":"10.5281/zenodo.8040708","title":"COMPENDIO DE RESÚMENES DEL III TALLER DE GESTIÓN AMBIENTAL: \"RESILIENCIA ANTE EL CAMBIO CLIMÁTICO\"","year":2023,"lang":"es","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001038723,0.0006729398,0.0007280094,0.0003275663,0.005355167,0.0009815121,0.002051655,0.0004943245,0.05926563],"category_scores_gemma":[0.0006056379,0.000676712,0.0002566219,0.0007609648,0.0009044455,0.0002271654,0.005506734,0.001004593,0.1872755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139698,"about_ca_system_score_gemma":0.00001333422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182578,"about_ca_topic_score_gemma":0.00002820327,"domain_scores_codex":[0.9945742,0.0009648641,0.0007733623,0.001240439,0.0007692152,0.001677949],"domain_scores_gemma":[0.9979658,0.0001441444,0.0003558514,0.0007391808,0.0002178483,0.000577238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003731729,0.0007199295,0.0002135242,0.000348944,0.0004706397,0.0002910094,0.001685695,0.00426978,0.007494718,0.001430427,0.9678083,0.01489388],"study_design_scores_gemma":[0.001104264,0.0007193381,0.03265378,0.0002225979,0.0001064563,0.000176381,0.001383379,0.001022617,0.0006080405,0.0001940468,0.9610175,0.0007916008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3771313,0.001780459,0.0008760486,0.001657618,0.001086582,0.00153883,0.002077043,0.002209343,0.6116428],"genre_scores_gemma":[0.8589327,0.01602667,0.0001987182,0.0008437418,0.0009135178,0.000001112883,0.007786687,0.005008911,0.1102879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5013549,"threshold_uncertainty_score":0.9995684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03954349073202098,"score_gpt":0.2631029871987865,"score_spread":0.2235594964667655,"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."}}