{"id":"W7021146411","doi":"","title":"No.767 Michael Rousell Ph D On The Power Of Surprise","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surprise; Power (physics); Variety (cybernetics); Spouse; Work (physics)","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":[],"category_scores_codex":[0.0005179338,0.0005872007,0.0004616461,0.0007664633,0.001503358,0.003044983,0.0005974569,0.001813719,0.4038993],"category_scores_gemma":[0.002235453,0.0002304905,0.0002246112,0.0005998179,0.0006371405,0.002304439,0.001804607,0.001960686,0.310744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177819,"about_ca_system_score_gemma":0.001037423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877948,"about_ca_topic_score_gemma":0.008568512,"domain_scores_codex":[0.9996619,0.00004932796,0.00001189536,0.00007103782,0.0001616769,0.00004406646],"domain_scores_gemma":[0.999063,0.000168771,0.00003982682,0.00004822847,0.0002524624,0.0004277643],"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":[0.000007107019,0.00000675655,0.00004615952,0.00002432456,4.617127e-7,0.00002277564,0.0000222809,0.000009369507,0.00003901237,0.00126772,0.980687,0.01786711],"study_design_scores_gemma":[0.00000135751,0.000003804372,0.0000764773,0.00005899425,4.257975e-7,0.00004514881,0.00003151414,0.00001026875,0.00003004896,0.0003304892,0.9994099,0.000001521683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006332131,0.02430392,0.000357836,0.08377012,0.03311758,0.00005501736,0.0007291235,0.0003615488,0.8566717],"genre_scores_gemma":[0.001556671,0.004488289,0.0000704233,0.005320889,0.003097246,0.00001666522,0.00007628494,0.0001019641,0.9852716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4038993,"threshold_uncertainty_score":0.8502653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007479418796638698,"score_gpt":0.1887128896245943,"score_spread":0.1812334708279557,"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."}}