{"id":"W6930157476","doi":"10.5281/zenodo.11872947","title":"Fotomagazin pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Differential Equations and Dynamical Systems","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Paraphernalia; Dysgeusia; Photojournalism; Feature (linguistics); Subpoena","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002628991,0.0002259616,0.0002699338,0.000335656,0.0004167575,0.0005491545,0.0006524479,0.0001837377,0.1534074],"category_scores_gemma":[0.0004881775,0.0002133978,0.0001026254,0.0003589104,0.00009765552,0.00005433862,0.0007173115,0.0003296132,0.1984912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208143,"about_ca_system_score_gemma":0.00000217105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001462549,"about_ca_topic_score_gemma":0.000001557424,"domain_scores_codex":[0.9983808,0.0001810378,0.0002892109,0.0004666537,0.0003747931,0.000307435],"domain_scores_gemma":[0.9989846,0.00002738532,0.0001532191,0.0005484277,0.0001387284,0.000147693],"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":[0.000005317918,0.00006607234,2.243459e-8,0.0003607828,0.00006808533,0.00001109473,0.00008891336,7.28395e-7,0.00009695306,0.07415144,0.9118832,0.0132674],"study_design_scores_gemma":[0.0001867033,0.00006026965,8.518051e-7,0.000262342,0.00004275886,0.00003276353,0.00004626106,0.0002360058,0.000006343916,0.02521871,0.9736807,0.0002262742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001050008,0.0002070321,0.04548449,0.0001104409,0.0002684284,0.0005590626,0.000345567,0.002030046,0.9509844],"genre_scores_gemma":[0.001299654,0.00005186523,0.001555176,0.0000274116,0.0005001103,1.04116e-7,0.001288029,0.01242086,0.9828568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06179752,"threshold_uncertainty_score":0.8702109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04893093961055318,"score_gpt":0.2953635700628262,"score_spread":0.246432630452273,"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."}}