{"id":"W2615283424","doi":"10.21083/jeso.v148i0.3819","title":"The use of social media to document a range extension of an iconic social parasite ant","year":2017,"lang":"en","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Extension (predicate logic); Range (aeronautics); ANT; Parasite hosting; Data science; Computer science; World Wide Web; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004239753,0.0001885979,0.00007347249,0.004039844,0.0006219397,0.0009934405,0.0002071014,0.0003992711,0.001216448],"category_scores_gemma":[0.001443848,0.0001178294,0.0001059985,0.001374367,0.0003418258,0.0006992233,0.000786003,0.0003883773,0.0003955967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804959,"about_ca_system_score_gemma":0.0002170612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009088665,"about_ca_topic_score_gemma":0.03758282,"domain_scores_codex":[0.9997382,0.00007325506,0.00002151482,0.00005048965,0.00008751928,0.00002903732],"domain_scores_gemma":[0.9976162,0.0006301802,0.000850872,0.0001575382,0.000559831,0.0001854745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004955412,0.0001232162,0.7847866,0.0004799063,0.000103249,0.00330029,0.03369649,0.0001901263,0.0425092,0.0008666501,0.005542784,0.1279059],"study_design_scores_gemma":[0.000007979448,0.0001692803,0.9534631,0.0002139428,0.00006493749,0.002924278,0.01284591,0.0009973465,0.006594014,0.0001604165,0.02251795,0.00004072374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825701,0.0004325295,0.0008744714,0.0001758107,0.00005111482,0.00008295092,0.002513121,0.00005813966,0.01324184],"genre_scores_gemma":[0.9882169,0.0003733526,0.006887187,0.0001142342,0.00008328073,0.0000785903,0.001118036,0.00001933288,0.003109049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9909114,"threshold_uncertainty_score":0.01807153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05280420412909266,"score_gpt":0.3035201065960506,"score_spread":0.2507159024669579,"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."}}