{"id":"W2477579691","doi":"10.1090/stml/027/05","title":"Predator-prey systems","year":2004,"lang":"en","type":"book-chapter","venue":"Student mathematical library","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Predation; Predator; Biology; Ecology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001975824,0.000500127,0.001543873,0.0002990804,0.00008675639,0.0004389843,0.0007110428,0.0003630615,0.02640118],"category_scores_gemma":[0.00001635437,0.0005031859,0.0005814364,0.00007249577,0.00009512033,0.0003664954,0.0005005893,0.0003416623,0.01421291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009832981,"about_ca_system_score_gemma":0.00004101602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001401,"about_ca_topic_score_gemma":0.000001089061,"domain_scores_codex":[0.9971437,0.00000837518,0.001593696,0.0007271901,0.0001663525,0.0003606498],"domain_scores_gemma":[0.9979869,0.00007893103,0.0007239503,0.0009790791,0.00001880039,0.0002124019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004213503,0.00006411487,0.0001916773,0.0004368697,0.0005059809,0.00002883566,0.000130981,0.00002027665,8.306081e-8,0.9900424,0.008547257,0.00002731042],"study_design_scores_gemma":[0.0002058276,0.00005094036,0.00005410328,0.0003654266,0.00004721735,0.00000888776,0.00003193997,0.0001366732,3.366784e-7,0.6471067,0.3515262,0.0004657275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001034173,0.008573119,0.0006031448,0.0002736668,0.000416407,0.0006257773,0.0005886639,0.0002037111,0.9886121],"genre_scores_gemma":[0.01686372,0.0003916287,0.0004615583,0.0001217986,0.0005008591,0.00005656616,0.0001530598,0.0001989779,0.9812518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.342979,"threshold_uncertainty_score":0.999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777400796868979,"score_gpt":0.2100541080663891,"score_spread":0.1822801000976993,"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."}}