{"id":"W7047376962","doi":"","title":"The Future of Work, with Todd Hirsch, '89 BA","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planetarium; Gaze; Infographic; Attribution","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":[0.0009429914,0.0006090399,0.0002198334,0.0007026715,0.005029996,0.00568211,0.0006042171,0.003106401,0.08572675],"category_scores_gemma":[0.002799815,0.0003014461,0.0002056283,0.0006347492,0.001964248,0.005335069,0.002915344,0.004594697,0.04662684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0040906,"about_ca_system_score_gemma":0.003667932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02637582,"about_ca_topic_score_gemma":0.07371751,"domain_scores_codex":[0.9991332,0.0001729412,0.00003431684,0.0001567282,0.0003455518,0.0001572963],"domain_scores_gemma":[0.9991593,0.0001232164,0.00003388654,0.00003603301,0.0001863937,0.0004610531],"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":[0.000003552154,0.000004164232,0.00003501243,0.000006874954,3.148588e-7,0.00001540619,0.000140604,0.00000540616,0.0000112327,0.003542782,0.9855187,0.01071588],"study_design_scores_gemma":[6.529957e-7,0.000001477105,0.00007024977,0.00002847383,1.814603e-7,0.00002347355,0.0002175021,0.000003018621,0.000009801099,0.0007495299,0.9988945,0.000001139807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005793929,0.04343145,0.0005155174,0.4860456,0.02402928,0.00002908561,0.0003368894,0.000176614,0.4448562],"genre_scores_gemma":[0.00484718,0.01370714,0.0002477646,0.03353069,0.002733228,0.00001937461,0.00008276603,0.0000960328,0.9447358],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08572675,"threshold_uncertainty_score":0.2867845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004366226007112841,"score_gpt":0.1852591890700004,"score_spread":0.1808929630628875,"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."}}