{"id":"W4399908099","doi":"10.1139/cjb-2024-0045","title":"Testing the Miyawaki method in Mediterranean urban areas through a standardised experimental design","year":2024,"lang":"en","type":"article","venue":"Botany","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Botany; Mediterranean climate; Ecology","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":[0.008315735,0.001011315,0.0009830868,0.0006925318,0.0008945147,0.0008042894,0.001451898,0.001264231,0.004505618],"category_scores_gemma":[0.01254454,0.0004883964,0.001083779,0.00042168,0.001726529,0.0006177518,0.001250215,0.001460381,0.0005918773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008340394,"about_ca_system_score_gemma":0.001578999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369435,"about_ca_topic_score_gemma":0.002109706,"domain_scores_codex":[0.9933548,0.003650904,0.0005946896,0.001249264,0.0007588018,0.0003915774],"domain_scores_gemma":[0.9904669,0.004319063,0.001401421,0.002395474,0.001016797,0.0004003326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.09161442,0.1028541,0.02392806,0.005946648,0.0009680078,0.001187115,0.01496144,0.01173828,0.4990332,0.02696782,0.004710444,0.2160904],"study_design_scores_gemma":[0.01706412,0.6680899,0.093078,0.0007191607,0.001325963,0.0003289118,0.003789359,0.0149898,0.1330861,0.01828787,0.04874359,0.0004972187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8924047,0.0002192324,0.06916481,0.0002738843,0.0005172943,0.03001075,0.0005869454,0.0002608248,0.006561452],"genre_scores_gemma":[0.6356804,0.0003577307,0.2313298,0.0005591173,0.0001448112,0.1254436,0.0003627737,0.0001229723,0.005998842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008315735,"threshold_uncertainty_score":0.04397827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07734913779239759,"score_gpt":0.332779793903846,"score_spread":0.2554306561114484,"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."}}