{"id":"W2068498070","doi":"10.1016/j.agee.2011.04.012","title":"Effects of farming management and landscape heterogeneity on plant species composition of Mediterranean field boundaries","year":2011,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Universitat de Barcelona; National Research Centre","keywords":"Habitat; Mediterranean climate; Perennial plant; Ecology; Environmental science; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001015099,0.0001322098,0.0002077369,0.00002297155,0.0001369947,0.000006454352,0.00008508364,0.00006487966,0.0001224111],"category_scores_gemma":[0.000003050016,0.00009256198,0.00004232619,0.00003364275,0.0001320359,0.00005390988,0.0001156184,0.00006067946,0.00002013362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003754459,"about_ca_system_score_gemma":6.596379e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004538683,"about_ca_topic_score_gemma":0.0001922162,"domain_scores_codex":[0.9992053,0.00005500143,0.0002327448,0.0002066807,0.0001727635,0.0001275137],"domain_scores_gemma":[0.9996174,0.0000717644,0.0001660558,0.0001062797,0.000002167179,0.00003630814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002718132,0.001351151,0.7326429,0.001294988,0.0007305967,0.00007889398,0.0142704,0.0003798365,0.2380729,0.004662777,0.005191069,0.001052669],"study_design_scores_gemma":[0.000392081,0.0003904601,0.8527124,0.000085879,0.00007847745,0.000009091738,0.0003400073,0.0001036574,0.1436237,0.0000863497,0.002033329,0.0001446302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99533,0.0002126135,0.0002213891,0.00003706052,0.0001574294,0.0003439519,0.00001520874,0.000009524978,0.003672852],"genre_scores_gemma":[0.9992833,0.0001814397,0.0003105363,0.00004056231,0.00001787004,0.00003369105,0.00001702349,0.000004048983,0.0001115467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200695,"threshold_uncertainty_score":0.3774568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007399599929365581,"score_gpt":0.1731404491250209,"score_spread":0.1657408491956553,"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."}}