{"id":"W6893368321","doi":"10.5281/zenodo.15553804","title":"XV International Scientific and Practical Conference «Questions. hypotheses. answers: science XXI century»","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Scientific discovery; Scientific field; Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0164229,0.002248042,0.001734422,0.003550666,0.003929259,0.01993136,0.003593732,0.01247698,0.5692376],"category_scores_gemma":[0.02032163,0.001028365,0.002001503,0.004187794,0.003610609,0.005785351,0.006563285,0.008249211,0.3488822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01813407,"about_ca_system_score_gemma":0.04023226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09182528,"about_ca_topic_score_gemma":0.1280828,"domain_scores_codex":[0.9917316,0.001774692,0.0003627561,0.000676534,0.004410865,0.00104358],"domain_scores_gemma":[0.9769001,0.003206442,0.0006794863,0.001103246,0.01159921,0.00651153],"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":[0.000008896492,0.000006201116,0.00001768235,0.00004965269,0.000001535342,0.000005389159,0.00001162444,0.00002493984,0.00001970228,0.002483782,0.9926057,0.004764888],"study_design_scores_gemma":[0.0000123806,0.000005024112,0.000281771,0.0002337053,0.000002387005,0.000004730612,0.00004668364,0.00006960653,0.00003205812,0.002675233,0.9966285,0.000007938705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002430799,0.01296447,0.003179139,0.1213843,0.07000025,0.0009545328,0.01941303,0.001149155,0.7707121],"genre_scores_gemma":[0.001408221,0.00345567,0.001914218,0.009636727,0.006498212,0.0004362903,0.01035911,0.000631741,0.96566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5692376,"threshold_uncertainty_score":0.6144302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321601604910639,"score_gpt":0.3121857168838805,"score_spread":0.2689697008347741,"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."}}