{"id":"W4248553323","doi":"10.21135/893275471.001","title":"New Manual of Vascular Plants of Northeastern United States and Adjacent Canada","year":2016,"lang":"en","type":"book","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Archaeology","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":[0.0002720817,0.001177502,0.0006229408,0.005598241,0.00386711,0.001883044,0.001402801,0.0005956142,0.03071354],"category_scores_gemma":[0.0008872265,0.000429363,0.000312798,0.009832832,0.001275017,0.001422637,0.0007434573,0.001541434,0.008374385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117514,"about_ca_system_score_gemma":0.02531314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9484344,"about_ca_topic_score_gemma":0.9867274,"domain_scores_codex":[0.9996995,0.00001149582,0.00001721139,0.000048641,0.0001751553,0.00004808701],"domain_scores_gemma":[0.9991866,0.00006631958,0.00003277273,0.00004104585,0.0006026394,0.00007075381],"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":[0.00002592705,0.00001428674,0.001451078,0.0002389233,0.000005659886,0.0001338049,0.001307772,0.0003169122,0.0006572534,0.01062208,0.7315199,0.2537064],"study_design_scores_gemma":[0.000001052221,0.000001918507,0.00328503,0.000082843,0.000002994675,0.00007852443,0.0002093234,0.00003719657,0.00004527445,0.0005825796,0.9956675,0.00000568127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007652829,0.09552041,0.006465958,0.005627129,0.007384204,0.0002818911,0.03764994,0.001579949,0.8378376],"genre_scores_gemma":[0.02022441,0.05854801,0.009379664,0.001784355,0.0006019889,0.0001344758,0.02083741,0.000610865,0.8878787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9484344,"threshold_uncertainty_score":0.1037386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647040036790504,"score_gpt":0.1862074894800154,"score_spread":0.1697370891121104,"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."}}