{"id":"W7017350121","doi":"","title":"Beaver Bites: Aaaaaand They're Off!","year":2022,"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; Government (linguistics); Publishing; Beaver; Form of the Good; Marketing buzz","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":[0.0005504865,0.0006331456,0.0003943314,0.0007432466,0.00387675,0.0052375,0.0005012961,0.001344963,0.6844254],"category_scores_gemma":[0.003695979,0.0003647835,0.0003081427,0.0008259786,0.0004005284,0.003057844,0.002486158,0.002684248,0.5870372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000849058,"about_ca_system_score_gemma":0.00117977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01651589,"about_ca_topic_score_gemma":0.04744064,"domain_scores_codex":[0.9995798,0.00004144808,0.00001687656,0.00005197703,0.0001918994,0.0001179375],"domain_scores_gemma":[0.9981343,0.0001069234,0.00007696656,0.0001133283,0.0007844563,0.0007840375],"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":[0.00001232669,0.000005399167,0.0001257122,0.00001226718,4.535647e-7,0.00002272874,0.00007118875,0.000002349615,0.00004858059,0.0002663535,0.9902771,0.009155525],"study_design_scores_gemma":[0.000002010761,0.000004931062,0.0005697717,0.00002703805,7.173596e-7,0.00002279357,0.0003414695,0.000009862186,0.00004441237,0.00006932964,0.9989033,0.0000042934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002916125,0.000751673,0.0005306746,0.01673877,0.02137006,0.0001583786,0.006145303,0.002503092,0.9488858],"genre_scores_gemma":[0.002410352,0.0002921304,0.0001684081,0.00143058,0.0005409398,0.00003430112,0.001321433,0.000468556,0.9933333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3155746,"threshold_uncertainty_score":0.4501289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007072841596512396,"score_gpt":0.1895869938565862,"score_spread":0.1825141522600738,"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."}}