{"id":"W399690533","doi":"","title":"The wild orchids of North America, North of Mexico","year":2003,"lang":"en","type":"book","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecies; Checklist; Taxon; Geography; Taxonomy (biology); Habitat; Range (aeronautics); Orchidaceae; Genealogy; Ecology; Biology; Cartography; History; Paleontology; Engineering","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":[0.00009557321,0.0002374624,0.0005347359,0.000008402056,0.0002363749,0.000009251761,0.0004304467,0.000120839,0.0002595304],"category_scores_gemma":[0.00005018458,0.00006371486,0.0002356208,0.0001660105,0.0006731334,0.00002537861,0.0001221849,0.0001930412,0.000026952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002399053,"about_ca_system_score_gemma":0.00004282004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000440166,"about_ca_topic_score_gemma":0.03913069,"domain_scores_codex":[0.9987732,0.00005986894,0.0004378579,0.0002705036,0.0001880697,0.0002704864],"domain_scores_gemma":[0.9987081,0.0005500371,0.0004385019,0.0001101169,0.0001389582,0.00005431305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007103036,0.000280857,0.4319265,0.00006413674,0.0008041237,0.000005505261,0.00002487656,0.000006406904,0.00004541399,0.0008785216,0.4215256,0.144367],"study_design_scores_gemma":[0.00003884859,0.0003087458,0.3159652,0.000007825689,0.00003382026,7.450574e-7,0.00005612951,7.951826e-7,0.000009848316,0.0002964415,0.6831464,0.0001352073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06718508,0.001775524,0.000003407744,0.000864271,0.0003764891,0.0005339596,0.0002914217,0.00003820951,0.9289317],"genre_scores_gemma":[0.0950509,0.003538061,0.0001003251,0.0004939029,0.0002824831,0.00003566731,0.0000388137,0.000002308365,0.9004576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2616208,"threshold_uncertainty_score":0.9784027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101407316498845,"score_gpt":0.1989214897972053,"score_spread":0.1779074166322168,"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."}}