{"id":"W4405713416","doi":"10.29173/hsi466","title":"Fahrenheit 451*","year":2022,"lang":"de","type":"article","venue":"Health Science Inquiry","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.004987622,0.0001984973,0.0004318746,0.000412064,0.002097973,0.00006632548,0.001155218,0.00008181993,0.006863098],"category_scores_gemma":[0.0005348236,0.0001716591,0.0001021156,0.003828442,0.004964488,0.000128939,0.001541576,0.001721914,0.001502112],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314686,"about_ca_system_score_gemma":0.00901872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000266485,"about_ca_topic_score_gemma":0.00000125516,"domain_scores_codex":[0.9919751,0.0001085948,0.0006363716,0.0009081822,0.00436456,0.002007195],"domain_scores_gemma":[0.9963729,0.0001441464,0.0001620272,0.0006771007,0.0001605149,0.002483302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004118484,0.001939972,0.005928535,0.001472352,0.00005433689,0.0003026944,0.008488321,0.00000800994,0.006426092,0.003794829,0.4745708,0.4966022],"study_design_scores_gemma":[0.001123864,0.002179382,0.008890941,0.0001870769,0.00002351992,0.00004431427,0.003602347,0.002097903,0.001089134,0.0006717476,0.9798075,0.0002822987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4200448,0.1625946,0.0003405517,0.3762304,0.02934526,0.002527249,0.0001595165,0.0003424605,0.008415133],"genre_scores_gemma":[0.9647577,0.002638466,0.0002285931,0.02556269,0.003070418,0.0001101843,0.00004469707,0.0000268917,0.003560358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5447129,"threshold_uncertainty_score":0.9992753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580359909182928,"score_gpt":0.4591730333566459,"score_spread":0.301137042438353,"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."}}