{"id":"W2953678528","doi":"","title":"Aggression and Morphology in Cyphoderris monstrosa","year":2019,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"CONTEST; Sexual selection; Aggression; Subspecies; Selection (genetic algorithm); Psychology; Mate choice; Demography; Zoology; Social psychology; Developmental psychology; Biology; Mating; Sociology","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":[0.00009090758,0.0001706863,0.0001544058,0.001119149,0.0004368144,0.0002638456,0.000207915,0.0002967067,0.001035618],"category_scores_gemma":[0.000234559,0.0001850462,0.0001685137,0.0002383246,0.0004047687,0.0001580909,0.0003469168,0.0001985508,0.0002768085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257512,"about_ca_system_score_gemma":0.000130598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006272809,"about_ca_topic_score_gemma":0.02009081,"domain_scores_codex":[0.999917,0.000009457651,0.000007499519,0.00003110386,0.00002219296,0.00001274358],"domain_scores_gemma":[0.9997326,0.00002395094,0.0001287692,0.00002710965,0.0000257581,0.00006187473],"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":[0.0004838728,0.0002753336,0.3938206,0.0000944241,0.00005775576,0.0009755877,0.001130585,0.000473524,0.5855775,0.0002464044,0.0003012878,0.0165631],"study_design_scores_gemma":[0.000001750126,0.00008350908,0.9985136,0.000002136522,0.000004194351,0.0002646298,0.00009553777,0.00005805206,0.0008086015,0.000007495353,0.0001576175,0.000002815909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988316,0.00009832409,0.00002708654,0.00001262348,0.000001326971,0.000003729544,0.00009241645,0.000006197454,0.0009266643],"genre_scores_gemma":[0.99857,0.00004957371,0.0001316011,0.00002538479,0.000002273962,0.000006386359,0.0001464141,0.000002985198,0.001065484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006272809,"threshold_uncertainty_score":0.01247263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250997307481322,"score_gpt":0.3693946318102911,"score_spread":0.3268846587354779,"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."}}