{"id":"W7098373388","doi":"","title":"iii WELCOME LETTER AND ACKNOWLEDGMENTS","year":2011,"lang":"en","type":"article","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Corporation; Plan (archaeology); Work (physics); Strategic planning; Recreation; Municipal corporation; Action plan","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002854418,0.0009880193,0.0007535646,0.0006165733,0.005328108,0.005835306,0.001379812,0.008677442,0.1589409],"category_scores_gemma":[0.02696075,0.0005185256,0.001025803,0.0003651023,0.001319037,0.003610931,0.003357051,0.01686391,0.1248543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002704509,"about_ca_system_score_gemma":0.005019432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004876345,"about_ca_topic_score_gemma":0.007895648,"domain_scores_codex":[0.996545,0.0006543992,0.0001815526,0.0004740947,0.001570342,0.0005745866],"domain_scores_gemma":[0.9845906,0.001887504,0.0005864352,0.00059596,0.008018601,0.004320884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001354949,0.0000121664,0.0000868946,0.00001771539,0.000001184403,0.0001230162,0.0001140757,0.000008486983,0.0001014283,0.0007469571,0.9944529,0.004321595],"study_design_scores_gemma":[0.000003708133,0.00001234347,0.0001594327,0.0000340008,0.000001068833,0.0001366663,0.000396063,0.0000182967,0.00005477728,0.000372682,0.9988029,0.000008093592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001327399,0.002124328,0.001461781,0.5082995,0.3854419,0.0004222664,0.000797561,0.0009117897,0.09921357],"genre_scores_gemma":[0.006871528,0.00114541,0.001349028,0.2824147,0.04615008,0.0003522937,0.0004425089,0.0006408019,0.6606337],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8410591,"threshold_uncertainty_score":0.5317104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05709452669502887,"score_gpt":0.213277483187742,"score_spread":0.1561829564927132,"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."}}