{"id":"W4226025013","doi":"10.22215/etd/2022-14897","title":"Taking a Hit: Resistance to Handling in Model-Mimic Insect Complexes","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mimicry; Batesian mimicry; Biology; Insect; Resistance (ecology); Predator; Zoology; Ecology; Predation","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":[0.0003341209,0.0002602708,0.0002951256,0.0004647486,0.0004790116,0.0008128517,0.0003577163,0.0005823766,0.002613684],"category_scores_gemma":[0.002275934,0.0001372525,0.0002805681,0.0001402908,0.0005420775,0.0004104683,0.0006204883,0.0004829397,0.0002223678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004399933,"about_ca_system_score_gemma":0.0002051598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066546,"about_ca_topic_score_gemma":0.002186239,"domain_scores_codex":[0.9998323,0.00004386126,0.00001079785,0.00005326663,0.0000317938,0.00002789805],"domain_scores_gemma":[0.9988143,0.0002426358,0.0004241037,0.0001545248,0.00006213203,0.0003022821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00150069,0.0006261616,0.1764452,0.0002865478,0.000219044,0.001521674,0.002434412,0.006645858,0.7631238,0.004476454,0.001554211,0.04116602],"study_design_scores_gemma":[0.00009954184,0.004603148,0.8779246,0.00003805648,0.0002096019,0.00426978,0.001775002,0.06798663,0.03595655,0.004138434,0.002880684,0.0001180258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986315,0.0000403192,0.0003530426,0.00003920469,0.000002700569,0.000005033734,0.00001945894,0.00001252291,0.0008961334],"genre_scores_gemma":[0.9987956,0.00002601474,0.0006038265,0.00002749641,0.000002258244,0.000009785055,0.00004367952,0.000006058021,0.0004852892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002613684,"threshold_uncertainty_score":0.008743703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05933235001157694,"score_gpt":0.2867416005068328,"score_spread":0.2274092504952558,"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."}}