{"id":"W4407764727","doi":"10.5751/es-15335-300118","title":"Dichotomy or continuum? A global review of the interaction between autonomous and planned adaptations","year":2025,"lang":"en","type":"review","venue":"Ecology and Society","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental resource management; Ecology; Geography; Computer science; Biology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002784913,0.0001502438,0.0008049575,0.000005648371,0.0001818069,0.00001081572,0.0001432366,0.0002027453,0.0001911724],"category_scores_gemma":[0.0001185209,0.00007546641,0.0003007821,0.0003769545,0.0001600144,0.0000601603,0.0002312556,0.000160902,0.000005491977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719268,"about_ca_system_score_gemma":0.00006517919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001981525,"about_ca_topic_score_gemma":0.0004718103,"domain_scores_codex":[0.9989632,0.0002326849,0.0003652853,0.0002365512,0.00007318221,0.0001290323],"domain_scores_gemma":[0.9991511,0.0003328455,0.0003379859,0.0001306543,0.00001349382,0.00003391576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003757205,0.00005471277,0.04008635,0.07690312,0.001325598,0.0000046016,0.000466305,0.00000209864,1.405342e-7,0.00009707278,0.08316523,0.797891],"study_design_scores_gemma":[0.00007376954,0.00002661125,0.03492363,0.008231629,0.001459638,0.00001666707,0.000319814,0.0000029516,3.714609e-8,0.00002318042,0.9548143,0.0001077435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005671351,0.9970101,0.000006459461,0.0002345349,0.00008776391,0.0008078089,0.0000507649,0.00001018983,0.001225261],"genre_scores_gemma":[0.0004075124,0.996648,0.0000568325,0.000161028,0.00002437741,0.00009145505,0.00002637959,0.000002461301,0.002582024],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8716491,"threshold_uncertainty_score":0.3077431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505061277223485,"score_gpt":0.2932480021369611,"score_spread":0.2781973893647262,"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."}}