{"id":"W4416781578","doi":"10.1108/book-979-8-88730-224-92025041","title":"Uw-Madison And The University Of Guadalajara","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Mexican Socioeconomic and Environmental Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Indigenous; Expansive; Agriculture; Diversity (politics); Natural resource management; Corporate governance","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000122828,0.0001145925,0.0001861161,0.00000855765,0.00008016382,0.00000325615,0.0001701254,0.0001114511,0.01333783],"category_scores_gemma":[0.000001396764,0.00008805373,0.00007754083,0.000006758796,0.001448133,0.00003170941,0.0003489778,0.0001131301,0.002043606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008645446,"about_ca_system_score_gemma":0.000002945675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000414298,"about_ca_topic_score_gemma":0.0002263953,"domain_scores_codex":[0.9995119,0.00000869323,0.00009959565,0.0001943751,0.00009795379,0.00008750007],"domain_scores_gemma":[0.9996153,0.00005730435,0.00008764611,0.0001958761,5.126453e-7,0.00004336367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002238451,0.00003133944,0.009944423,0.00006673147,0.0002947335,0.00003092359,0.002690647,0.0007949134,0.00005326816,0.854961,0.07540669,0.05550144],"study_design_scores_gemma":[0.002850472,0.0001050379,0.03544984,0.00006890864,0.0003260797,0.0000127886,0.001814713,0.006290753,0.00000748431,0.1306194,0.8214232,0.001031363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003682762,0.00003357495,0.00008333866,0.0002385597,0.00004408911,0.0001353334,0.00002824797,0.0000176446,0.9957364],"genre_scores_gemma":[0.01793822,0.001182051,0.0001307783,0.00009437304,0.000009361764,1.904655e-7,0.00001086028,0.00001729913,0.9806169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7460165,"threshold_uncertainty_score":0.9987334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005859443635278636,"score_gpt":0.1436079268456771,"score_spread":0.1377484832103985,"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."}}