{"id":"W2548347032","doi":"10.5751/es-00360-0601r01","title":"Acceptance, Rejection, and the Tightening Feedback Loop","year":2002,"lang":"en","type":"article","venue":"Conservation Ecology","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Feedback loop; Loop (graph theory); Control theory (sociology); Computer science; Mathematics; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01166325,0.0006359809,0.00123897,0.000738431,0.0009992841,0.004423875,0.001186767,0.002231805,0.008619422],"category_scores_gemma":[0.1160866,0.0004881597,0.0004851995,0.0006154669,0.004992654,0.00464461,0.002607897,0.003345068,0.0005277082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258786,"about_ca_system_score_gemma":0.001408192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089507,"about_ca_topic_score_gemma":0.0009306445,"domain_scores_codex":[0.9917835,0.005845682,0.0001933129,0.0006749216,0.0008782746,0.0006242507],"domain_scores_gemma":[0.8554325,0.129012,0.006141526,0.004327671,0.002868467,0.002217872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003610409,0.001086875,0.02632495,0.0003456997,0.0001875137,0.0003506855,0.004668896,0.1503323,0.005006337,0.6501198,0.002753566,0.1552129],"study_design_scores_gemma":[0.0002454146,0.0004007525,0.005479437,0.00004683551,0.00007537866,0.0001349188,0.0008485827,0.2105066,0.0007280775,0.7797962,0.001670997,0.00006681663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7637715,0.001092141,0.1925412,0.004692635,0.0002339239,0.00007978161,0.00008047462,0.0002682301,0.03724011],"genre_scores_gemma":[0.9959709,0.00008388578,0.002672462,0.0001039952,0.00002973233,0.0000310937,0.000009978507,0.00001276497,0.001085185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166325,"threshold_uncertainty_score":0.06168193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055999341888351,"score_gpt":0.3512511041342659,"score_spread":0.2456511699454307,"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."}}