{"id":"W7060331135","doi":"","title":"Unseen Labor","year":2022,"lang":"en","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Exhibition; Theme (computing); Variety (cybernetics); Work (physics); Order (exchange); Cataloging; Digital library; Special collections","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":[0.004032809,0.0009369847,0.0006900984,0.00145166,0.02661594,0.01751894,0.001724865,0.005094134,0.1330238],"category_scores_gemma":[0.01024029,0.0006231634,0.0006823306,0.001449378,0.01689411,0.01984298,0.02079502,0.008722823,0.03473149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007570775,"about_ca_system_score_gemma":0.007140429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009920749,"about_ca_topic_score_gemma":0.02116958,"domain_scores_codex":[0.9938951,0.001873087,0.0001674277,0.000865355,0.001336033,0.001863058],"domain_scores_gemma":[0.9939593,0.0008288421,0.0004541602,0.0006970587,0.0008156004,0.003245024],"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":[0.00004585916,0.00005047645,0.001726383,0.0001026149,0.000008034127,0.0005191216,0.05873793,0.00003823273,0.0003006614,0.1599465,0.7288727,0.04965149],"study_design_scores_gemma":[0.000002186775,0.00001044678,0.000538149,0.0001394615,0.00000138139,0.0001653178,0.02391318,0.00001432415,0.00004956046,0.009497263,0.9656573,0.00001142001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0245915,0.01307134,0.003043416,0.2292714,0.01316828,0.00006769699,0.00043565,0.0004667014,0.715884],"genre_scores_gemma":[0.1795349,0.007233946,0.001449156,0.09009727,0.003483249,0.0001824947,0.00053736,0.0008688922,0.7166128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1330238,"threshold_uncertainty_score":0.4450088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051897573992927,"score_gpt":0.2237215386096096,"score_spread":0.2132025628696803,"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."}}