{"id":"W2019326435","doi":"10.1016/s0048-9697(02)00642-3","title":"The monitoring of British breeding birds: a success story for conservation science?","year":2003,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Scottish Natural Heritage","keywords":"Commoner; Government (linguistics); Ornithology; Quarter (Canadian coin); General partnership; Citizen science; Public policy; Geography; Ecology; Political science; Environmental planning; Environmental resource management; Economic growth; Biology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01668101,0.000638254,0.0008348035,0.00142071,0.002119415,0.003663211,0.001348333,0.006365778,0.005917932],"category_scores_gemma":[0.0422659,0.0004344675,0.000630387,0.002564568,0.006427902,0.005393222,0.001679298,0.006700755,0.001012629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004944702,"about_ca_system_score_gemma":0.007923067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3138957,"about_ca_topic_score_gemma":0.4623739,"domain_scores_codex":[0.9940324,0.001966585,0.0003381794,0.0006531649,0.002301094,0.000708504],"domain_scores_gemma":[0.9475771,0.01942676,0.004254498,0.002722746,0.01976179,0.006257056],"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":[0.000481602,0.0001531842,0.09293079,0.001597243,0.0003826697,0.0003012209,0.002157321,0.0006462317,0.002478834,0.01791907,0.4308628,0.450089],"study_design_scores_gemma":[0.00009928423,0.0002597562,0.2291934,0.001896917,0.0002574277,0.0006375749,0.004016135,0.0008066507,0.0007066578,0.01268146,0.7493154,0.000129389],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02479,0.1015367,0.0024168,0.842371,0.005122972,0.00003372713,0.0006611343,0.0001194914,0.02294824],"genre_scores_gemma":[0.41771,0.1483458,0.01158127,0.3709761,0.01832143,0.0001726035,0.00123135,0.000198489,0.03146309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3138957,"threshold_uncertainty_score":0.6241373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339794730967841,"score_gpt":0.2177221686360678,"score_spread":0.2043242213263894,"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."}}