{"id":"W2043269611","doi":"10.4236/oje.2011.12002","title":"Bush, bugs, and birds; interdependency in a farming landscape","year":2011,"lang":"en","type":"article","venue":"Open Journal of Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Ontario Federation of Anglers and Hunters","funders":"","keywords":"Species richness; Ecotone; Ecology; Habitat; Arable land; Biodiversity; Arthropod; Geography; Agriculture; Agroforestry; Ecosystem; Wildlife; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000500032,0.00005522964,0.0001699749,0.00005785087,0.00005948152,0.000009291166,0.0002489685,0.00005226041,0.002429098],"category_scores_gemma":[0.00007287469,0.00004555783,0.00001713153,0.00006879452,0.00009973983,0.0002350064,0.0003448605,0.0001474125,0.0000507744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003113565,"about_ca_system_score_gemma":0.00001256089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006974764,"about_ca_topic_score_gemma":0.007588911,"domain_scores_codex":[0.9994287,0.00006862926,0.0002439276,0.00009177735,0.00003866148,0.0001282634],"domain_scores_gemma":[0.9996665,0.00006951507,0.0001670123,0.0000473162,0.00001047974,0.00003919114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004552634,0.00005706414,0.9951699,0.00000165304,0.00001526004,0.00008869568,0.001732902,0.00002470081,0.00006981641,0.0005200804,0.0002644912,0.002009958],"study_design_scores_gemma":[0.0006280015,0.0003187953,0.990493,0.00000798742,0.000009529189,0.000205717,0.0006568943,0.0001445065,0.0000332713,0.007087975,0.0003551626,0.00005916992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612225,0.00008275737,0.00006765293,0.0003357958,0.0001786906,0.00007452155,3.690847e-7,0.000001400658,0.03803632],"genre_scores_gemma":[0.9966537,0.0001176099,0.002665164,0.000200177,0.00000891137,0.000003210517,1.247084e-7,0.000003578422,0.0003475623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03768876,"threshold_uncertainty_score":0.9984828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199404899842934,"score_gpt":0.255194659792073,"score_spread":0.2332006107936437,"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."}}