{"id":"W2952242079","doi":"10.1111/csp2.80","title":"Declines in insect abundance and diversity: We know enough to act now","year":2019,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":314,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Commission for Environmental Cooperation","keywords":"Diversity (politics); Abundance (ecology); Ecology; Biodiversity; Ecosystem; Geography; Insect; Environmental resource management; Biology; Political science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001374455,0.00006973255,0.00008610995,0.00003869746,0.0003559442,0.0001605903,0.0001417882,0.00003743762,0.00006450964],"category_scores_gemma":[0.001765058,0.00003355952,0.000008075867,0.00109529,0.0001053396,0.001262811,0.0001890377,0.00006611826,0.00005035956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002060741,"about_ca_system_score_gemma":0.00003745045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004934236,"about_ca_topic_score_gemma":0.001332898,"domain_scores_codex":[0.9991134,0.00009172899,0.0001026374,0.0002766188,0.0002545597,0.0001610868],"domain_scores_gemma":[0.9985145,0.001058251,0.00006477218,0.00004489623,0.0002326196,0.00008501615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003132318,0.00009839984,0.5443106,0.0000295798,0.000004264386,0.000009670299,0.002940002,0.00001232921,0.2488654,0.003030845,0.001655651,0.1987301],"study_design_scores_gemma":[0.0001487599,0.0001626324,0.6556935,0.00003528602,0.000003395476,0.00001834243,0.0006190697,0.0006134408,0.0007147276,0.0001207724,0.3417543,0.0001157273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568005,0.0001629882,0.000004770846,0.04050308,0.0001179857,0.0002136968,0.000002409611,0.00001793047,0.002176641],"genre_scores_gemma":[0.9899022,0.000518929,0.0001766887,0.009039269,0.00002838817,0.000003499863,0.000002143717,3.714708e-7,0.0003285366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3400986,"threshold_uncertainty_score":0.2737671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05757556149300162,"score_gpt":0.2901344462524983,"score_spread":0.2325588847594967,"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."}}