{"id":"W7031187144","doi":"","title":"Bad Panda #57","year":2010,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Punk; Sincerity; Style (visual arts); Dance; Ballroom; Chapel; Dystopia","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004998142,0.000997341,0.0007185035,0.001671195,0.003020523,0.007671462,0.0009908788,0.002116434,0.8479208],"category_scores_gemma":[0.001944392,0.0005073741,0.0006205355,0.00132293,0.0005904413,0.004105191,0.003771941,0.002033444,0.7904862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241521,"about_ca_system_score_gemma":0.001338176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004899911,"about_ca_topic_score_gemma":0.009303593,"domain_scores_codex":[0.9993761,0.00004558851,0.00002694199,0.0001626571,0.0002624381,0.000126338],"domain_scores_gemma":[0.9990515,0.00007318464,0.00003779356,0.0001485782,0.0003641784,0.0003248021],"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":[0.00004403321,0.00003302659,0.0002226171,0.00008011885,0.000003840115,0.0001182179,0.00008363584,0.00002380135,0.0002943743,0.005724621,0.9162794,0.07709239],"study_design_scores_gemma":[0.000002606444,0.000006289553,0.0002139331,0.00002354067,0.000001058812,0.00005746729,0.00004315964,0.00001317622,0.00004339704,0.0002372001,0.9993547,0.000003479269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006229281,0.0009304658,0.000432657,0.002287667,0.003285437,0.00007809138,0.002163108,0.002033482,0.9881662],"genre_scores_gemma":[0.001455041,0.0003909885,0.0001967158,0.0008708997,0.0002419662,0.00002833952,0.0009875873,0.0005171169,0.9953114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1520792,"threshold_uncertainty_score":0.2169225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006636806995619288,"score_gpt":0.2059165912511329,"score_spread":0.1992797842555136,"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."}}