{"id":"W4402721133","doi":"10.31857/s1028096024050163","title":"Impact Mill","year":2024,"lang":"en","type":"article","venue":"Поверхность Рентгеновские синхротронные и нейтронные исследования","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mill; Pulp and paper industry; Environmental science; Engineering; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.000696017,0.0008567693,0.0009630201,0.001821037,0.001435886,0.001289656,0.001263207,0.001006312,0.04783898],"category_scores_gemma":[0.0008263824,0.0006396756,0.0006039157,0.001642165,0.0003879999,0.0007968898,0.001162945,0.001144923,0.01055219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601824,"about_ca_system_score_gemma":0.0009053792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008991748,"about_ca_topic_score_gemma":0.001814095,"domain_scores_codex":[0.9989077,0.00002109914,0.00007912415,0.0002277304,0.0006332363,0.0001310962],"domain_scores_gemma":[0.9993809,0.00009261061,0.00005071532,0.0001481283,0.0002399819,0.000087581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001151029,0.0006139185,0.004698495,0.001076828,0.00004922975,0.001007464,0.0004073589,0.0040161,0.5508406,0.01352008,0.02080025,0.4018187],"study_design_scores_gemma":[0.0004063006,0.0020749,0.03034965,0.0001871602,0.0001572595,0.002509624,0.0002387621,0.02592842,0.5609787,0.003141304,0.3738788,0.0001490523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1982662,0.002580898,0.6313686,0.0003862349,0.0009855895,0.003365411,0.006496453,0.01301275,0.1435379],"genre_scores_gemma":[0.432509,0.002336165,0.3952632,0.0006698076,0.0003365509,0.001273645,0.01077834,0.001478704,0.1553546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04783898,"threshold_uncertainty_score":0.1600373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005111384073687609,"score_gpt":0.2288332464586015,"score_spread":0.2237218623849139,"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."}}