{"id":"W4408636277","doi":"10.21294/1814-4861-2025-24-1-199-203","title":"Science and society in the 21st century. A quarter of a century later","year":2025,"lang":"en","type":"article","venue":"Siberian Journal of Oncology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Archaeology; History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001870602,0.0006482608,0.0006295393,0.001422675,0.004588337,0.01028541,0.0005009138,0.004403091,0.01129546],"category_scores_gemma":[0.002394339,0.0001556442,0.000297265,0.002603037,0.01399165,0.008618468,0.005369965,0.004818074,0.003564497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005029604,"about_ca_system_score_gemma":0.005454668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006085517,"about_ca_topic_score_gemma":0.007198731,"domain_scores_codex":[0.9980704,0.0005850074,0.0001063805,0.0003956112,0.0005738209,0.0002687854],"domain_scores_gemma":[0.9987066,0.0002594838,0.0001755992,0.0002067571,0.0003132155,0.00033836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003126156,0.00002329858,0.00081872,0.000212692,0.00001851088,0.0001250974,0.009151303,0.0001543129,0.0003114074,0.8662537,0.04663395,0.0762657],"study_design_scores_gemma":[0.000003924428,0.00002998183,0.0009964742,0.0002304058,0.000004249766,0.0001368853,0.002091849,0.00003804436,0.0000671196,0.09244867,0.9039384,0.00001401583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01593911,0.3180505,0.005522951,0.1711559,0.01688537,0.00009715333,0.0003730238,0.0001893275,0.4717865],"genre_scores_gemma":[0.4816693,0.1886805,0.006495463,0.04630421,0.01084568,0.0002457572,0.0004139422,0.0001290313,0.2652161],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9954116,"threshold_uncertainty_score":0.03778708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005824152450915622,"score_gpt":0.2692016699780834,"score_spread":0.2633775175271678,"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."}}