{"id":"W6930933290","doi":"10.5281/zenodo.15805937","title":"Management of Innovative Activities in the Conditions of the Information Society Neuroeconomic Aspect - Figure 1","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Information society; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","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":[],"category_scores_codex":[0.0002424065,0.00008180245,0.0001179438,0.0001340678,0.0003977405,0.00004957762,0.0005664402,0.00005095364,0.01448259],"category_scores_gemma":[0.00004377568,0.00005708521,0.00004571528,0.0004897856,0.0002835788,0.00009437479,0.0001125873,0.000178342,0.0002880682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009582198,"about_ca_system_score_gemma":0.00000572787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001729011,"about_ca_topic_score_gemma":0.00008854419,"domain_scores_codex":[0.9992541,0.0002084677,0.0001860938,0.0001016412,0.0001402333,0.0001094373],"domain_scores_gemma":[0.9994562,0.00003704158,0.0002053818,0.000209882,0.00008138848,0.00001010518],"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":[0.00001115585,0.00002085193,0.0006707445,0.0002013338,0.0001225466,6.271663e-7,0.001413719,0.00007772214,0.000001715328,0.007137215,0.9807126,0.009629779],"study_design_scores_gemma":[0.0001706358,0.00003467945,0.1125469,0.00008254054,0.00001288564,0.000002587421,0.002715214,0.00005477855,0.000004723558,0.0001043338,0.8842151,0.00005565022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001037385,0.0001364569,0.00006131201,0.0005341159,0.00009573869,0.0003650041,0.001199877,0.00005023169,0.9965199],"genre_scores_gemma":[0.9012967,0.001378435,0.0001597733,0.0007877544,0.00009530778,1.409043e-7,0.004196252,0.0002984707,0.09178716],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9047327,"threshold_uncertainty_score":0.9864183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849219488577886,"score_gpt":0.224885124862612,"score_spread":0.2063929299768331,"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."}}