{"id":"W7162132539","doi":"10.82308/16934","title":"Digitizing Botanical Herstory","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nature Conservation; Western europe; West indies","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009461895,0.0003276974,0.0003443161,0.009866952,0.001627577,0.002487194,0.0007551645,0.0005210323,0.07014224],"category_scores_gemma":[0.003307969,0.0003088244,0.0002839421,0.02070289,0.0007624581,0.002372096,0.002716061,0.001119214,0.01265433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822694,"about_ca_system_score_gemma":0.002206864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609419,"about_ca_topic_score_gemma":0.06778857,"domain_scores_codex":[0.9993266,0.0001017465,0.00007650871,0.0001346634,0.0002913423,0.00006912685],"domain_scores_gemma":[0.9974075,0.000856352,0.0002592669,0.0008016904,0.0004808757,0.0001943443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001863441,0.00003370316,0.006932654,0.002650877,0.00004224103,0.0004583891,0.01396546,0.0005869541,0.004966636,0.03279109,0.5170453,0.4203403],"study_design_scores_gemma":[0.000002969574,0.000002621955,0.005557473,0.0001231631,0.000004019083,0.00003406906,0.0006945297,0.00002258675,0.0001746764,0.0007860909,0.9925936,0.000004255597],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03533512,0.01620129,0.01168106,0.006898513,0.004223649,0.00050751,0.2634939,0.002884564,0.6587745],"genre_scores_gemma":[0.2140332,0.0355829,0.05850758,0.003271949,0.003808081,0.001575702,0.2675976,0.003539477,0.4120836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9983724,"threshold_uncertainty_score":0.2346492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04515518716109147,"score_gpt":0.2492339444002015,"score_spread":0.20407875723911,"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."}}