{"id":"W2995259587","doi":"10.1093/biosci/biz143","title":"Moving On from the Insect Apocalypse Narrative: Engaging with Evidence-Based Insect Conservation","year":2019,"lang":"en","type":"article","venue":"BioScience","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Narrative; Insect; Citizen science; Perspective (graphical); Diversity (politics); Ecology; Population; Biology; Geography; Political science; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1815282,0.0007936814,0.001933344,0.00481052,0.008263587,0.02562944,0.002747393,0.01653584,0.007275823],"category_scores_gemma":[0.2710311,0.0009953884,0.0008375795,0.00275013,0.01996975,0.02595264,0.02171855,0.03383126,0.0013928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006737484,"about_ca_system_score_gemma":0.01168249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889797,"about_ca_topic_score_gemma":0.003343029,"domain_scores_codex":[0.8356978,0.1415532,0.007725764,0.00308428,0.009492671,0.002446332],"domain_scores_gemma":[0.384398,0.5538718,0.01948309,0.009070549,0.01963675,0.01353981],"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":[0.0003099296,0.0001953432,0.00591982,0.009339863,0.0003798103,0.002856859,0.2120858,0.0007016969,0.002733208,0.1186659,0.3897348,0.257077],"study_design_scores_gemma":[0.00006606672,0.000179187,0.001886986,0.01807475,0.0001142997,0.001028204,0.114531,0.0007086691,0.0008113421,0.07450173,0.7879632,0.0001345529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004625091,0.01451691,0.002822019,0.9679536,0.003785847,0.00006847459,0.00005861557,0.00003750524,0.006131947],"genre_scores_gemma":[0.3324899,0.05023796,0.02384489,0.5698736,0.01629819,0.0006390829,0.0001721928,0.0002167625,0.006227361],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1815282,"threshold_uncertainty_score":0.9600246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226020530620552,"score_gpt":0.2282536318606738,"score_spread":0.1056515787986185,"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."}}