{"id":"W2948619016","doi":"","title":"Proximate influence on eusocial caste behaviour","year":2019,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Eusociality; Caste; Proximate; Zoology; Biology; Geography; Political science; Food science; Hymenoptera; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000004655097,0.0005083378,0.000534169,0.0005651509,0.001902554,0.0003250834,0.001105777,0.0007054882,0.00001277799],"category_scores_gemma":[0.00008165555,0.0006834415,0.0004448944,0.0008041313,0.0002142926,0.001205988,0.0002212243,0.0005880073,0.0003274028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149409,"about_ca_system_score_gemma":0.0008786797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145851,"about_ca_topic_score_gemma":0.003809645,"domain_scores_codex":[0.9971118,0.0001543514,0.0002406985,0.0008790639,0.000880975,0.0007330964],"domain_scores_gemma":[0.998077,0.0001187063,0.0004982563,0.0003374719,0.0005749243,0.0003936428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0137009,0.003329477,0.4858478,0.001740213,0.003944709,0.007393157,0.04052813,0.000531079,0.007779859,0.01978925,0.3986983,0.01671713],"study_design_scores_gemma":[0.001062724,0.0002772439,0.02931348,0.0003607067,0.000365512,0.000005602752,0.3906843,3.920496e-7,0.00007718732,0.00002180302,0.576682,0.001148969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5001763,0.00003137866,0.000004711785,0.000004795047,0.0007722687,0.0005260488,0.0001066137,0.0002377468,0.4981401],"genre_scores_gemma":[0.2816574,0.00006238044,0.000006426881,0.000023595,0.0001865268,2.942595e-7,0.00008387584,0.00003369545,0.7179458],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4565343,"threshold_uncertainty_score":0.9995617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108407285637991,"score_gpt":0.2229878034203492,"score_spread":0.2121470748565501,"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."}}