{"id":"W2572309755","doi":"10.22621/cfn.v120i1.264","title":"\"Secret Weapons - Defenses of Insects, Spiders, Scorpions, and Other Many-Legged Creatures\" by Thomas Eisner, Maria Eisner, & Melody Siegler [book review]","year":2006,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Creatures; Art; Biology; Zoology; Art history; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004099317,0.001606164,0.0009909614,0.00139383,0.0009351269,0.002061844,0.001281362,0.00167269,0.01079032],"category_scores_gemma":[0.0006699653,0.0004608224,0.0003569984,0.001739532,0.002291293,0.0033022,0.0008654997,0.003613003,0.006486093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157085,"about_ca_system_score_gemma":0.001285604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01786722,"about_ca_topic_score_gemma":0.05293173,"domain_scores_codex":[0.9997347,0.0000326332,0.00001254167,0.0000547069,0.0001404382,0.00002501485],"domain_scores_gemma":[0.9998085,0.00008459666,0.00001555268,0.000006034602,0.00006230578,0.00002307432],"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":[0.0000332824,0.00002690255,0.0001249923,0.0004653991,0.0000166226,0.00005023906,0.0001991114,0.0001420227,0.0005402801,0.01566655,0.7967392,0.1859954],"study_design_scores_gemma":[0.000005996191,0.00001595459,0.0004914795,0.0002845515,0.000008504185,0.0001797398,0.00008438733,0.0000504727,0.0002019166,0.005058703,0.9936093,0.000009157349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002959075,0.9119772,0.001251203,0.01422966,0.01439343,0.00004599356,0.0001243241,0.00007454791,0.05760776],"genre_scores_gemma":[0.004657499,0.7015413,0.001484376,0.01996717,0.007927495,0.00006588786,0.0002317521,0.00008658186,0.2640379],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01786722,"threshold_uncertainty_score":0.03609723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244549670232249,"score_gpt":0.2357743870518242,"score_spread":0.2233288903495017,"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."}}