{"id":"W7011936804","doi":"","title":"Bit the Heeler","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Puppy; Bit (key); Permission; Livestock; Stock (firearms); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002284177,0.0001946373,0.000324386,0.00005207672,0.00006339422,0.00001683805,0.000304248,0.0002835861,0.9456469],"category_scores_gemma":[0.0002260082,0.0001261031,0.0001762909,0.00001288201,0.0002709544,2.916816e-8,0.0001897179,0.0006492722,0.01417862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005419517,"about_ca_system_score_gemma":0.00005707581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755561,"about_ca_topic_score_gemma":0.0001021423,"domain_scores_codex":[0.9982622,0.0000464638,0.0003778534,0.0001471459,0.0008883936,0.0002778881],"domain_scores_gemma":[0.9990392,0.000130352,0.0001889483,0.0003908081,0.00007576837,0.0001749201],"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":[0.00009864941,0.00005973037,0.000002681724,0.0004864724,0.00007728999,0.00002684122,0.00003239411,8.282031e-7,0.000001131857,0.00001991707,0.9949393,0.004254793],"study_design_scores_gemma":[0.000512335,0.000164233,0.00000836645,0.0001124741,0.00005586949,0.0001008568,0.00008378652,0.000004409792,0.00001215405,0.000007815346,0.9988058,0.0001319222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002308884,0.0006242617,4.634144e-8,0.002888441,0.0001178673,0.0003986313,0.00007865579,0.00009884544,0.9957702],"genre_scores_gemma":[0.0002035184,0.0003997457,0.0001152146,0.001625522,0.0002464443,0.00003138406,0.0002498466,0.0000852174,0.9970431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9314683,"threshold_uncertainty_score":0.986589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008753606437604004,"score_gpt":0.2166085956645193,"score_spread":0.2078549892269153,"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."}}