{"id":"W3010560035","doi":"10.1111/icad.12409","title":"Spotlight on insects: trends, threats and conservation challenges","year":2020,"lang":"en","type":"article","venue":"Insect Conservation and Diversity","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Threatened species; Population; Ecology; Biodiversity; Biology; Environmental resource management; Geography; Habitat; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006265206,0.00009630279,0.0001185759,0.00001025722,0.0004433285,0.00003127334,0.00005400726,0.00005194961,0.00005455365],"category_scores_gemma":[0.00003201223,0.00004453853,0.0000221476,0.000119443,0.00005662024,0.0001145896,0.0001354851,0.00005859197,0.00001020619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006047073,"about_ca_system_score_gemma":0.000002104646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004050549,"about_ca_topic_score_gemma":0.001551259,"domain_scores_codex":[0.9994803,0.00003354483,0.00007480543,0.0002098512,0.0001039927,0.00009751925],"domain_scores_gemma":[0.9996898,0.0001400527,0.00004417665,0.00001056079,0.00003473727,0.00008064582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005465639,0.0000795383,0.8328253,0.00003473648,0.00004747104,0.00002344818,0.002286647,2.392358e-7,0.01626444,0.007554345,0.008177765,0.1321595],"study_design_scores_gemma":[0.0002249222,0.0002548263,0.9809577,0.00001024719,0.00001004091,0.000002161803,0.0003143289,0.000068528,0.0001797734,0.0003383507,0.01752871,0.0001103748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369665,0.0009463265,2.551635e-7,0.05983283,0.00001730623,0.00005266754,0.00003987442,0.00006697894,0.002077218],"genre_scores_gemma":[0.9905421,0.002338963,0.000007772525,0.00695664,0.00006663069,0.000001220231,0.00001816373,3.751965e-7,0.00006816661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1481324,"threshold_uncertainty_score":0.3409769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2091892549081729,"score_gpt":0.2172488840266508,"score_spread":0.008059629118477935,"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."}}