{"id":"W1536983615","doi":"10.1080/14634988.2015.1054767","title":"A Tribute to Dr. Sharon G. Lawrence","year":2015,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribute; Gerontology; Art; Art history; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003315987,0.0009767095,0.001310335,0.001204011,0.006184679,0.004542732,0.002368829,0.008470433,0.0973611],"category_scores_gemma":[0.03378822,0.0007035047,0.0009777932,0.0007756219,0.002244054,0.002924177,0.003261294,0.0210049,0.06484807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884785,"about_ca_system_score_gemma":0.01195949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01526837,"about_ca_topic_score_gemma":0.03144954,"domain_scores_codex":[0.9968594,0.0005492056,0.0001713394,0.0006073967,0.001196945,0.0006157062],"domain_scores_gemma":[0.978592,0.002726936,0.0008099854,0.0007821738,0.009295939,0.007793031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005279289,0.00000465892,0.0000652609,0.00001054376,0.000001264113,0.00006980717,0.00003980646,0.000004372454,0.00001331643,0.0002480536,0.9957072,0.003830521],"study_design_scores_gemma":[0.000007692837,0.0000140487,0.0003231255,0.0001250132,0.000002998233,0.000674496,0.0004428339,0.0000256912,0.00003122107,0.0004903837,0.9978489,0.00001370685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004914678,0.00754092,0.0004619938,0.8012203,0.1622809,0.0000557947,0.0002202163,0.0003770606,0.02735131],"genre_scores_gemma":[0.005731293,0.0050867,0.0008153633,0.7384014,0.03412765,0.0001389088,0.0002475089,0.000339356,0.2151119],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0973611,"threshold_uncertainty_score":0.3257053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505835442629759,"score_gpt":0.2553153692997111,"score_spread":0.2202570148734135,"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."}}