{"id":"W4401377242","doi":"10.1080/07341512.2024.2375890","title":"Botanical surveying, nation-building and American empire: the US quest for a Philippine flora, 1903–1925","year":2024,"lang":"en","type":"article","venue":"History and Technology","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Empire; Flora (microbiology); Vision; General partnership; Colonialism; Power (physics); Institution; Political science; Sociology; History; Anthropology; Ancient history; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001274385,0.0003020706,0.0001433137,0.001241336,0.005244963,0.002748558,0.0003331752,0.0004397945,0.003292793],"category_scores_gemma":[0.001674026,0.0001770204,0.00007687234,0.002664492,0.007498627,0.003061318,0.002095596,0.001705673,0.0002143592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007427476,"about_ca_system_score_gemma":0.004389451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1123422,"about_ca_topic_score_gemma":0.2790659,"domain_scores_codex":[0.9997227,0.000135066,0.000008764491,0.00003531922,0.00003653338,0.00006158389],"domain_scores_gemma":[0.9991826,0.0002630404,0.0001521457,0.0000564277,0.00020187,0.0001438595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001913437,0.00007523625,0.04426147,0.000376592,0.0000307571,0.001610184,0.5966989,0.0006933355,0.00206406,0.164286,0.02482671,0.1648853],"study_design_scores_gemma":[0.00000918816,0.0001290634,0.126448,0.0003875623,0.0000219327,0.0003351206,0.1427486,0.0005516801,0.001740808,0.01383123,0.7137411,0.00005578736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7947933,0.01769638,0.001952349,0.02131577,0.0001852625,0.00004411287,0.0003085463,0.00009156444,0.1636127],"genre_scores_gemma":[0.9837451,0.004286393,0.0009824239,0.0007794745,0.00004667196,0.00002133408,0.00004756322,0.00002567343,0.01006533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.994755,"threshold_uncertainty_score":0.2233766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450377280873096,"score_gpt":0.2953129409535972,"score_spread":0.2708091681448663,"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."}}