{"id":"W2305552298","doi":"","title":"Ants At War","year":2013,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007152709,0.0001865385,0.0001377547,0.00003357134,0.0002351651,0.000009380441,0.0002093403,0.0001795924,0.01007279],"category_scores_gemma":[0.00001528279,0.0001679238,0.0001492242,0.00005518381,0.00007140252,0.000007275868,0.0002778592,0.00007414771,0.003592709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002625627,"about_ca_system_score_gemma":0.00002478387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005897985,"about_ca_topic_score_gemma":0.00003893645,"domain_scores_codex":[0.9988964,0.00003853941,0.0002002673,0.0003558891,0.0001166335,0.0003923354],"domain_scores_gemma":[0.9993939,0.000003638536,0.00006347705,0.0003062012,0.00007395046,0.000158837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002983894,0.0001301593,0.2475474,0.000007924877,0.0000477369,0.000007514757,0.00004945315,0.000001976076,0.6948847,0.00001791615,0.05656107,0.0007143662],"study_design_scores_gemma":[0.0006230472,0.0002637666,0.1870987,0.000004004729,0.00003622291,0.00001749989,0.00005883186,0.00001998669,0.7589857,0.00004327558,0.05248492,0.0003640366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967907,0.0004336856,0.00002950553,0.0001395334,0.001306382,0.0002633066,0.0000204199,0.00002588402,0.0009905717],"genre_scores_gemma":[0.9844484,0.0003395299,0.00006902626,0.0006605692,0.0002019485,0.00008172945,0.0002267873,0.00001904844,0.01395296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06410102,"threshold_uncertainty_score":0.9971831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085862096965761,"score_gpt":0.2294512873433886,"score_spread":0.218592666373731,"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."}}