{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000171807,0.00009191399,0.00007623172,0.00004312686,0.0004700734,0.0004154809,0.0001031742,0.00005768087,0.001235564],"category_scores_gemma":[0.0002658253,0.00006742455,0.00003152807,0.0002318863,0.00008283379,0.001163079,0.00003139957,0.0002302255,0.0005343621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007158692,"about_ca_system_score_gemma":0.0000858896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009221458,"about_ca_topic_score_gemma":0.001270288,"domain_scores_codex":[0.9991779,0.0001430304,0.0001905425,0.0001760585,0.0001500211,0.0001623932],"domain_scores_gemma":[0.9991204,0.0003839303,0.00009606565,0.0002262855,0.0001164271,0.00005693963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001242417,0.0006082868,0.0551402,0.00002143896,0.0001112857,0.00002951287,0.03202463,0.00000567549,0.009473395,0.513699,0.3592845,0.02947788],"study_design_scores_gemma":[0.0001374247,0.00007894,0.6223651,0.00005748123,0.00001375839,0.00004997486,0.003457744,0.00002503342,0.0003418101,0.002005196,0.371365,0.000102633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729815,0.0001799374,0.0002505942,0.0139447,0.003283706,0.0001692495,0.00018621,0.00006485335,0.008939303],"genre_scores_gemma":[0.9950662,0.00007589632,0.00002017487,0.0009172512,0.0002917832,0.0000413351,0.0009315127,0.000003631683,0.002652274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5672248,"threshold_uncertainty_score":0.9996774,"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."}}