{"id":"W2964462694","doi":"","title":"Numbers of Collembola in a Swarm","year":2019,"lang":"en","type":"article","venue":"Journal of the Entomological Society of British Columbia","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Swarm behaviour; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000312985,0.0001459999,0.000232186,0.003202537,0.001270664,0.0007533398,0.0003374456,0.0005862218,0.004541076],"category_scores_gemma":[0.001411083,0.0002141048,0.0002944666,0.0006843846,0.0003432288,0.0005114645,0.0006562249,0.0004814757,0.0007284415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004069319,"about_ca_system_score_gemma":0.0002951096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00766529,"about_ca_topic_score_gemma":0.02115447,"domain_scores_codex":[0.9997209,0.00004268689,0.00001739004,0.00006540877,0.00008259766,0.00007102249],"domain_scores_gemma":[0.9986874,0.0003150396,0.000178861,0.00009202743,0.0002220308,0.0005046408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007914054,0.0003414534,0.929715,0.00006372279,0.000177253,0.0007965798,0.002220326,0.0002856549,0.04836855,0.0003179453,0.0007042528,0.01621789],"study_design_scores_gemma":[0.00001435824,0.0002463033,0.9959604,0.000007877307,0.00003607304,0.0005954537,0.0007431875,0.0002992279,0.001203507,0.00006695776,0.0008163337,0.00001032732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975234,0.0001352914,0.00004207669,0.0000225214,0.000004366307,0.00001137227,0.0001574427,0.00000660142,0.002096877],"genre_scores_gemma":[0.9975496,0.00007706751,0.000158396,0.00001839226,0.000008448198,0.00001085197,0.0003371969,0.000002482773,0.001837507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00766529,"threshold_uncertainty_score":0.01524132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005971576445135704,"score_gpt":0.2047107010732016,"score_spread":0.1987391246280659,"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."}}