{"id":"W7135442009","doi":"","title":"Guttersnipe","year":2011,"lang":"en","type":"other","venue":"Explore Bristol Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Product (mathematics); Identification (biology)","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":[0.001151873,0.001081025,0.0008696123,0.002208637,0.003011229,0.006995457,0.0009869284,0.002322169,0.7109245],"category_scores_gemma":[0.004145511,0.0005873073,0.0004002262,0.001968411,0.001011288,0.004085454,0.00471462,0.002217054,0.6098927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655146,"about_ca_system_score_gemma":0.00249564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328345,"about_ca_topic_score_gemma":0.008781562,"domain_scores_codex":[0.9985107,0.0001609133,0.0000742238,0.0003392086,0.0007242304,0.0001907353],"domain_scores_gemma":[0.9982501,0.0002777174,0.00008462685,0.0003178258,0.0005576437,0.0005121266],"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":[0.00006232031,0.00003177824,0.0002065418,0.0001708804,0.000003034208,0.0001369289,0.0003211875,0.00006376328,0.0003335586,0.02072789,0.8215292,0.156413],"study_design_scores_gemma":[0.00000366668,0.000007299321,0.0001634953,0.00006480809,9.876087e-7,0.00009434055,0.00009689687,0.00002203836,0.0001480727,0.001378675,0.9980155,0.000004205341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001060221,0.002999955,0.001739726,0.005748142,0.00325423,0.00007277594,0.003364668,0.001686635,0.9800738],"genre_scores_gemma":[0.00319867,0.001039409,0.0009070346,0.0004993462,0.0001663323,0.00003160896,0.001032502,0.0009601455,0.9921651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7109245,"threshold_uncertainty_score":0.4123311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4264375617851958,"score_gpt":0.4493327529793154,"score_spread":0.02289519119411959,"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."}}