{"id":"W3023452337","doi":"10.21083/ibol.v10i1.6133","title":"Judge a caterpillar by what they eat, not where they’re found","year":2020,"lang":"en","type":"article","venue":"iBOL Barcode Bulletin","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Caterpillar; Psychology; Art; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006790597,0.0002962544,0.0001833984,0.0002956542,0.0006966356,0.000880749,0.0002157344,0.001594257,0.0389842],"category_scores_gemma":[0.006902164,0.0001603005,0.0001703288,0.0001167501,0.0005126445,0.000667862,0.0003837793,0.001235701,0.01364549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006232407,"about_ca_system_score_gemma":0.0005519328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488834,"about_ca_topic_score_gemma":0.03754842,"domain_scores_codex":[0.9997583,0.00005460811,0.00001324171,0.00003202148,0.00009206111,0.00004985814],"domain_scores_gemma":[0.9979441,0.0006620194,0.0001888513,0.00009138315,0.0007802431,0.0003334961],"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":[0.001825445,0.0005218131,0.1033546,0.0004521157,0.00009276399,0.001200319,0.002991009,0.000595541,0.1195593,0.01284397,0.4836791,0.2728841],"study_design_scores_gemma":[0.0003110079,0.001415965,0.3512077,0.0005718287,0.0001740955,0.002327067,0.009962742,0.007533592,0.04163826,0.01860243,0.5660248,0.0002305001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4221213,0.001074859,0.01430814,0.04262058,0.004573817,0.0002495465,0.001135639,0.001145063,0.5127711],"genre_scores_gemma":[0.8211607,0.001062622,0.01893567,0.01230745,0.0006328905,0.00007376999,0.001168807,0.0002049336,0.1444532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0389842,"threshold_uncertainty_score":0.1304152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03705648515154865,"score_gpt":0.2851349950270521,"score_spread":0.2480785098755035,"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."}}