{"id":"W7034989129","doi":"","title":"WOODY PLANTS IN WINTER: A Manual of Common Trees and Shrubs in Winter in the Northeastern United States and southeastern Canada","year":2012,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Woody plant; Arboriculture; Vegetation (pathology); Crown (dentistry); Shrub","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001144806,0.0001204289,0.000171988,0.001943861,0.0000548679,0.0000701192,0.0001754089,0.00002916666,0.0000338503],"category_scores_gemma":[0.000002311321,0.00009167699,0.00001518617,0.0004418003,0.00009234378,0.0009551409,0.0001122821,0.0001225372,8.35372e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002698021,"about_ca_system_score_gemma":0.00005028959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9142165,"about_ca_topic_score_gemma":0.995648,"domain_scores_codex":[0.9992901,0.00009437567,0.0001970815,0.00009344723,0.0001129991,0.0002119599],"domain_scores_gemma":[0.9996751,0.00008211254,0.00008530616,0.0001061687,0.00001901764,0.00003228518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002319601,0.0001269785,0.3448344,0.000103694,0.00002458698,0.00002370691,0.6493225,0.00001423539,1.73844e-7,0.002992258,0.00003193414,0.002293594],"study_design_scores_gemma":[0.000998426,0.00006975596,0.02980236,0.0001170355,0.000008882534,0.000003571391,0.2583928,0.0006850109,0.000007255348,0.000001989764,0.7097738,0.0001392023],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437928,0.000006603369,5.262668e-7,0.0001795254,0.00004884638,0.0001930429,0.000132153,0.000007792953,0.05563869],"genre_scores_gemma":[0.9980169,0.001528381,0.000002680147,0.0003399539,0.00002558339,0.000001067977,0.0000515453,0.000006012798,0.00002790185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7097418,"threshold_uncertainty_score":0.3738479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908301873788731,"score_gpt":0.1964697307025071,"score_spread":0.1773867119646198,"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."}}