{"id":"W2807812688","doi":"10.1097/01.asm.0001077056.57633.e6","title":"FAER … and Technology","year":2018,"lang":"en","type":"article","venue":"ASA Monitor","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.004894048,0.001199571,0.0007539712,0.002032566,0.003263063,0.01485439,0.00146176,0.007569195,0.2178123],"category_scores_gemma":[0.02026837,0.0005180022,0.0009669947,0.001520217,0.003765079,0.009025626,0.004904361,0.00839146,0.161503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004372027,"about_ca_system_score_gemma":0.007978219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003004824,"about_ca_topic_score_gemma":0.002851824,"domain_scores_codex":[0.9934315,0.0009345824,0.0003288881,0.001240727,0.003278233,0.0007860641],"domain_scores_gemma":[0.9929873,0.001414121,0.0004593435,0.001201289,0.002494324,0.001443647],"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":[0.00003586007,0.00002438506,0.0002700413,0.0001524716,0.00001002181,0.0001330478,0.000271557,0.0000655726,0.0002146859,0.07062516,0.7853975,0.1427997],"study_design_scores_gemma":[0.000002480341,0.000006653925,0.00006221716,0.00009526969,0.000001685221,0.00007770637,0.00004092472,0.00001414037,0.00004604538,0.003167645,0.9964812,0.000003945972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00098416,0.03583768,0.004012953,0.1640604,0.06514643,0.0001146321,0.0006714512,0.00127594,0.7278963],"genre_scores_gemma":[0.01444001,0.02309621,0.003854382,0.03629331,0.01266646,0.0001672617,0.0006437131,0.0005114875,0.9083271],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2178123,"threshold_uncertainty_score":0.7286549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549781010521322,"score_gpt":0.2210088379657467,"score_spread":0.2055110278605334,"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."}}