{"id":"W4237511980","doi":"10.26522/ti.v7i1.1736","title":"The Willow Community Members' Exhibition, 31 August 2017","year":2018,"lang":"en","type":"article","venue":"ti<","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Willow; Exhibition; Geography; Art; Visual arts; Botany; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001272622,0.0009108494,0.0004291678,0.0009421675,0.003568311,0.003552275,0.000779639,0.001402586,0.5107311],"category_scores_gemma":[0.001213535,0.0003339757,0.0005031986,0.0008917969,0.000457917,0.001483681,0.003637351,0.00218848,0.1757125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118789,"about_ca_system_score_gemma":0.002411016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01512012,"about_ca_topic_score_gemma":0.0772447,"domain_scores_codex":[0.9996202,0.00003186226,0.000007852632,0.00002941084,0.0001677755,0.0001428455],"domain_scores_gemma":[0.9990892,0.00007024402,0.00004488352,0.00005840108,0.0002689721,0.0004682804],"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":[0.00005536035,0.00002645903,0.0001197693,0.00002702477,0.00000157553,0.0000367361,0.00005291622,0.000009220408,0.0001566813,0.0003088232,0.9933165,0.005888933],"study_design_scores_gemma":[0.000009654496,0.00001409915,0.0013567,0.0000349176,0.000001538515,0.00001066118,0.0001898892,0.0000160805,0.0001241025,0.000119595,0.9981167,0.000006090664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007308737,0.002182524,0.0004662389,0.01325707,0.02629087,0.0005719308,0.0142868,0.001399026,0.9342368],"genre_scores_gemma":[0.003845606,0.0005721588,0.0001289982,0.000595534,0.001430952,0.000122817,0.00231939,0.000312434,0.9906721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5107311,"threshold_uncertainty_score":0.6978827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265787787867957,"score_gpt":0.2376162497625084,"score_spread":0.2049583718838288,"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."}}