{"id":"W2151383676","doi":"10.1111/2041-210x.12383","title":"Generalized affiliation indices extract affiliations from social network data","year":2015,"lang":"en","type":"article","venue":"Methods in Ecology and Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Universität Bielefeld; Fisheries and Oceans Canada; National Institute for Mathematical and Biological Synthesis; World Wildlife Fund","keywords":"Deviance (statistics); Generalized linear model; Statistics; Mathematics; Multivariate statistics; Negative binomial distribution; Linear regression; Poisson distribution; Econometrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002471648,0.0008170405,0.000708451,0.008896912,0.0004851642,0.001638698,0.0008527064,0.0008075786,0.00434633],"category_scores_gemma":[0.02029365,0.0002630487,0.0006936934,0.004943009,0.0004739655,0.001862778,0.001553932,0.001026742,0.002622375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005165034,"about_ca_system_score_gemma":0.0007806084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157868,"about_ca_topic_score_gemma":0.003328476,"domain_scores_codex":[0.9978563,0.0007644356,0.0002040713,0.0004616144,0.0005870024,0.0001264337],"domain_scores_gemma":[0.9865893,0.0071633,0.001725526,0.002236492,0.001864645,0.000420735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004501302,0.0003602518,0.2417793,0.0006504551,0.0006390316,0.0004411209,0.0007830632,0.1094017,0.00946449,0.03924749,0.02542982,0.5713532],"study_design_scores_gemma":[0.00006103414,0.0002196269,0.1011866,0.00010085,0.000112845,0.0004122656,0.0005731178,0.7761743,0.005333962,0.09867571,0.01702225,0.0001273972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2724199,0.0004615347,0.6882035,0.0003724258,0.0001480657,0.0005477344,0.02337373,0.005866601,0.00860662],"genre_scores_gemma":[0.6036897,0.0002300189,0.3675826,0.0000670597,0.000153126,0.0004501965,0.02565257,0.0003049136,0.001869795],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008896912,"threshold_uncertainty_score":0.01453996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198317614648897,"score_gpt":0.3628179260597155,"score_spread":0.1645003114108185,"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."}}