{"id":"W7018751335","doi":"","title":"Episode #70: Vulnerability, DMs, Consent and Politics with Shannon Furness","year":2019,"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":"Politics; Code (set theory); Criminal code; Float (project management); Legislation","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":[],"consensus_categories":[],"category_scores_codex":[0.0008313436,0.0004821911,0.000344256,0.0003651466,0.012939,0.005284436,0.0007742863,0.003111697,0.23893],"category_scores_gemma":[0.003255343,0.0004144469,0.0002638851,0.0006991372,0.001566426,0.003014398,0.004713618,0.005203945,0.05791814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007621026,"about_ca_system_score_gemma":0.01053152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1945542,"about_ca_topic_score_gemma":0.5007051,"domain_scores_codex":[0.9989628,0.0001481635,0.00002097617,0.00008183395,0.0003718685,0.0004144022],"domain_scores_gemma":[0.998174,0.0001065969,0.00003493126,0.0000426221,0.0003370627,0.001304725],"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":[0.000003926521,0.000004924839,0.00004502867,0.000009411781,2.03742e-7,0.00005768451,0.0007272077,0.0000047029,0.0000240599,0.001025443,0.9955231,0.002574245],"study_design_scores_gemma":[0.000001260684,0.000003253888,0.0002115351,0.00002262324,3.418699e-7,0.00003329504,0.002403761,0.000004695642,0.00002440644,0.0001813193,0.9971111,0.000002325422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00442508,0.002207071,0.0003562824,0.1473885,0.01549107,0.0002273554,0.00140956,0.0003091489,0.828186],"genre_scores_gemma":[0.009474452,0.0008195819,0.0001261961,0.01282468,0.0007795218,0.00005628696,0.0002786315,0.0002299428,0.9754107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.23893,"threshold_uncertainty_score":0.7993003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009856264139402993,"score_gpt":0.2102527662022154,"score_spread":0.2003965020628125,"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."}}