{"id":"W4383808891","doi":"10.56687/9781847421463","title":"The citizen’s stake","year":2006,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizen science; Biology; Botany","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":[0.003177086,0.0004040836,0.000593255,0.0004015942,0.003926539,0.008477645,0.0005564187,0.004975351,0.01142425],"category_scores_gemma":[0.006271445,0.0002337829,0.0004004631,0.0006654045,0.006626979,0.01137354,0.003636878,0.006044665,0.00300736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003475511,"about_ca_system_score_gemma":0.003387006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002478173,"about_ca_topic_score_gemma":0.002558205,"domain_scores_codex":[0.9968219,0.001547161,0.00008216273,0.0003145285,0.0008491233,0.0003850973],"domain_scores_gemma":[0.9980742,0.001100958,0.00007299794,0.0002522639,0.0002930142,0.0002064953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001248587,0.00001949099,0.0001764445,0.00005792093,0.000003112927,0.0001791386,0.0104025,0.00006769686,0.0002210824,0.8060737,0.1474328,0.03535358],"study_design_scores_gemma":[0.000004359676,0.00001409112,0.000156083,0.0001663482,0.000002579736,0.0001371981,0.004513403,0.00007482465,0.00009114078,0.0897567,0.9050772,0.00000614848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006132799,0.006777054,0.002442754,0.1472531,0.00522932,0.00004379252,0.00005710248,0.00004787061,0.8320162],"genre_scores_gemma":[0.2474085,0.009110539,0.001771536,0.09078711,0.004799282,0.0001742757,0.0001270395,0.0001271601,0.6456947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01142425,"threshold_uncertainty_score":0.0382179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05922030493180542,"score_gpt":0.3449013879190188,"score_spread":0.2856810829872133,"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."}}