{"id":"W3197768682","doi":"","title":"Report for Ulster Wildlife: An evaluation of the Grassroots Challenge Project 2019-20","year":2020,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Grassroots; Wildlife; Geography; Political science; Law; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.07837289,0.0006689946,0.0007695019,0.001221969,0.004045994,0.004831386,0.001814506,0.002551126,0.01317187],"category_scores_gemma":[0.07393183,0.0005482712,0.001039423,0.001320676,0.001862384,0.003202297,0.00644728,0.002599773,0.00287997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040501,"about_ca_system_score_gemma":0.02981124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07232548,"about_ca_topic_score_gemma":0.1168195,"domain_scores_codex":[0.9372674,0.03681704,0.002706259,0.001507375,0.01721586,0.0044861],"domain_scores_gemma":[0.9326257,0.01949841,0.00349582,0.003334294,0.02934641,0.0116993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008477547,0.0194407,0.07692423,0.01077619,0.000649361,0.001914249,0.08269837,0.002215054,0.004155884,0.009452641,0.2781168,0.505179],"study_design_scores_gemma":[0.002435635,0.02926352,0.1728119,0.005528095,0.0004643694,0.0004304408,0.1385446,0.001118486,0.005932093,0.002231714,0.6408778,0.0003613007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6833019,0.003459032,0.003621389,0.01996623,0.001698349,0.04851559,0.01834383,0.000561764,0.2205319],"genre_scores_gemma":[0.8202719,0.002796368,0.02036653,0.009327522,0.0002641831,0.05376299,0.01591166,0.0005006258,0.07679817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07837289,"threshold_uncertainty_score":0.4144804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07880334464151187,"score_gpt":0.3209000427909662,"score_spread":0.2420966981494544,"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."}}