{"id":"W3205247311","doi":"10.3390/insects12100921","title":"“What’s This Bug?” Questions from the Public Provide Relevant Information on Species Distribution and Human–Insect Interactions","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Biology; Insect; Distribution (mathematics); Evolutionary biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002895181,0.000486956,0.0004103483,0.002805864,0.001656079,0.001440961,0.0005560202,0.001258294,0.02240324],"category_scores_gemma":[0.01216387,0.0002300084,0.0004018795,0.002322892,0.001219095,0.00326295,0.002356098,0.0009629958,0.005387651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333065,"about_ca_system_score_gemma":0.001722124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044002,"about_ca_topic_score_gemma":0.01363947,"domain_scores_codex":[0.9982089,0.0007982399,0.0002141158,0.0001485453,0.0002848871,0.0003454184],"domain_scores_gemma":[0.9902942,0.004020161,0.002654908,0.0004681404,0.001717624,0.0008449944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000364444,0.0003252162,0.3081144,0.003441898,0.00008639472,0.003069039,0.07889923,0.0002405931,0.003258055,0.0076603,0.2780621,0.3164783],"study_design_scores_gemma":[0.00002715729,0.0002575927,0.2475968,0.00219049,0.00008201082,0.002301712,0.1778525,0.0004670063,0.0009792461,0.003419015,0.5647079,0.0001185563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7533545,0.01010612,0.006781325,0.08123974,0.001375588,0.001507473,0.03434514,0.000903278,0.110387],"genre_scores_gemma":[0.8962303,0.01363609,0.01174294,0.01939426,0.001246405,0.001390954,0.01034249,0.0003201412,0.04569645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02240324,"threshold_uncertainty_score":0.07494628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05949249532609203,"score_gpt":0.3114795564242956,"score_spread":0.2519870610982036,"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."}}