{"id":"W7095405687","doi":"","title":", 577–586 © 2005 British Ecological Society","year":2005,"lang":"en","type":"article","venue":"","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abundance (ecology); Distance sampling; Period (music); Wildlife management","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":[0.002045042,0.00007100629,0.0001738743,0.00002691639,0.0006510062,0.000210258,0.0003325468,0.0000904116,0.07146575],"category_scores_gemma":[0.0004200029,0.00007047634,0.0002029975,0.0003116584,0.000648514,0.0002900189,0.00007648489,0.0001828236,0.003203421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383581,"about_ca_system_score_gemma":0.0001795286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029493,"about_ca_topic_score_gemma":0.05375098,"domain_scores_codex":[0.9977318,0.0006741857,0.0001916523,0.0002601162,0.0006152096,0.0005270236],"domain_scores_gemma":[0.9989509,0.0004734102,0.00003705468,0.0001074654,0.000222653,0.0002085214],"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":[0.000002525358,0.0002053869,0.002127609,0.000001449595,0.00005748108,0.000002738482,0.006615918,0.00002302676,0.0001691869,0.06114867,0.9176453,0.01200074],"study_design_scores_gemma":[0.0001515777,0.00001978978,0.01430634,0.000002488365,0.000005561149,3.725766e-7,0.007074146,0.0007573558,0.00007991572,0.003091602,0.9743801,0.0001307662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1661116,0.0003749783,0.003373261,0.02067654,0.00004350945,0.0002350388,0.000005495769,0.0001511807,0.8090284],"genre_scores_gemma":[0.7981584,0.0003615726,0.004236861,0.00159858,0.000461091,0.00002097764,0.000003916395,0.000005226314,0.1951533],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6320468,"threshold_uncertainty_score":0.9975727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193640906950716,"score_gpt":0.4803303713711802,"score_spread":0.3609662806761086,"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."}}