{"id":"W2528053134","doi":"10.1093/biosci/biw106","title":"Taming the Wild Carrot","year":2016,"lang":"en","type":"article","venue":"BioScience","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Horticulture; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001867223,0.0005075727,0.0003194069,0.0007537356,0.007955128,0.002556409,0.0008728868,0.001430233,0.01652081],"category_scores_gemma":[0.002901371,0.000129542,0.0002114974,0.0004500457,0.006697894,0.002153648,0.002176957,0.001756943,0.00116184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441502,"about_ca_system_score_gemma":0.001834602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01644349,"about_ca_topic_score_gemma":0.0687107,"domain_scores_codex":[0.9992409,0.0003278428,0.000005756191,0.0001281103,0.0001297416,0.0001677769],"domain_scores_gemma":[0.9987282,0.0004497429,0.0001530074,0.000138059,0.0001282154,0.0004027569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002786441,0.00128017,0.02618868,0.0009306227,0.0001405684,0.005072665,0.3134207,0.0003800239,0.1057241,0.2502124,0.04973228,0.2441315],"study_design_scores_gemma":[0.00008589964,0.001920682,0.02495668,0.00106707,0.0001673885,0.001715627,0.3803062,0.0009052128,0.01420286,0.03472147,0.5398005,0.0001503251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491256,0.002419989,0.002442457,0.01486661,0.0007875378,0.00007236833,0.00004404793,0.00009788708,0.1301436],"genre_scores_gemma":[0.9649251,0.0007161135,0.003376573,0.002894235,0.00005256372,0.00002716623,0.00002034994,0.00006750165,0.02792044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01652081,"threshold_uncertainty_score":0.05526769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03729760549799389,"score_gpt":0.2763907942772026,"score_spread":0.2390931887792087,"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."}}