{"id":"W1986982110","doi":"10.1002/bies.201000075","title":"Colony Collapse Disorder in context","year":2010,"lang":"en","type":"article","venue":"BioEssays","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Dalhousie University","funders":"","keywords":"Context (archaeology); Library science; History; Archaeology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000807905,0.0000691656,0.00009774688,0.00000481008,0.00009381618,0.00002153064,0.0001091549,0.0000573574,0.0003567844],"category_scores_gemma":[0.00003388429,0.00002175806,0.00002817605,0.0001441746,0.00005031688,0.00003409798,0.00004175311,0.00008886815,0.00009175159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003480113,"about_ca_system_score_gemma":0.000002287098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006490848,"about_ca_topic_score_gemma":0.1580875,"domain_scores_codex":[0.9995577,0.00001175328,0.00008181487,0.0001245438,0.00006476422,0.0001594218],"domain_scores_gemma":[0.9998345,0.00008369684,0.00002116738,0.0000108571,0.00001584398,0.00003394753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002571355,0.00008988895,0.4625824,0.000001667441,0.000003531739,0.000009327097,0.00006602043,4.235175e-8,0.4997622,0.002397188,0.003392071,0.03166991],"study_design_scores_gemma":[0.0001114461,0.00006383448,0.7392933,0.000003977934,0.00000138709,0.00000212526,0.0003308583,0.000007344734,0.0007218792,0.000229876,0.2591398,0.00009411903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908487,0.0001428322,6.087804e-8,0.001323232,0.00009304545,0.00007829957,0.00003483921,0.00002928963,0.007449687],"genre_scores_gemma":[0.9990263,0.00003980673,0.000008834572,0.0001777009,0.0001150181,0.00001076169,0.000007510696,2.646286e-7,0.0006137959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990403,"threshold_uncertainty_score":0.8572752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551406767084819,"score_gpt":0.2104220685509847,"score_spread":0.1849080008801365,"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."}}