{"id":"W4388489007","doi":"10.22201/ib.20078706e.2023.94.5182","title":"Composición de la vegetación tras el establecimiento de un área natural protegida en el noroeste de México","year":2023,"lang":"es","type":"article","venue":"Revista Mexicana de Biodiversidad","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Geography; Forestry; Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001563392,0.0005020821,0.0005603783,0.0001668324,0.0006133357,0.000552092,0.001110668,0.0003783534,0.0003986983],"category_scores_gemma":[0.00007617416,0.0004614444,0.0002914841,0.0008822451,0.0001556414,0.0004171004,0.0004627926,0.0004998447,0.001414107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585797,"about_ca_system_score_gemma":0.0002504062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191287,"about_ca_topic_score_gemma":0.0003949882,"domain_scores_codex":[0.9959254,0.0008165585,0.0004473115,0.0007411003,0.0005607198,0.001508884],"domain_scores_gemma":[0.9981321,0.0003343039,0.0002506026,0.0005916948,0.00002474442,0.0006665808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115616,0.0001742455,0.9714743,0.0008753163,0.0001874699,0.0005689503,0.002306639,0.000537745,0.01829255,0.0008172487,0.002157829,0.002496167],"study_design_scores_gemma":[0.001148488,0.0001879555,0.9391438,0.000639196,0.0003955665,0.0001388069,0.0009460256,0.007059271,0.008700126,0.0003059775,0.0404798,0.0008549401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940715,0.001508437,0.00006138661,0.001000287,0.0001649321,0.0006385177,0.0003240701,0.0001953441,0.002035568],"genre_scores_gemma":[0.9961537,0.002147111,0.0005229471,0.0006043747,0.0002212829,0.00004164688,0.0000755662,0.00004147403,0.0001919194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03832197,"threshold_uncertainty_score":0.9997838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00768425800805285,"score_gpt":0.2549246631575645,"score_spread":0.2472404051495116,"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."}}