{"id":"W1848748958","doi":"10.1155/2016/9639875","title":"On Cluster<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" id=\"M1\"><mml:mrow><mml:msup><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mo>⁎</mml:mo></mml:mrow></mml:msup></mml:mrow></mml:math>-Algebras","year":2016,"lang":"lv","type":"article","venue":"Journal of Function Spaces","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Sherbrooke","keywords":"Algorithm; Artificial intelligence; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002797761,0.001282317,0.0006478814,0.0009169001,0.001841475,0.002163376,0.002501607,0.003242442,0.4297517],"category_scores_gemma":[0.003387858,0.00196572,0.002870131,0.0012362,0.001548948,0.002522259,0.001732188,0.002598941,0.002984338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005099453,"about_ca_system_score_gemma":0.002078277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008424671,"about_ca_topic_score_gemma":0.0005929091,"domain_scores_codex":[0.9873438,0.0007081897,0.003029845,0.00185155,0.004349678,0.002716941],"domain_scores_gemma":[0.9875969,0.003092637,0.004805176,0.002446399,0.0004956865,0.001563168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003147586,0.00037221,0.00001542195,0.0009757976,0.002238787,0.0008597604,0.001838421,0.0007619599,0.00167523,0.6813855,0.3042819,0.002447433],"study_design_scores_gemma":[0.006317894,0.007527118,0.0002359808,0.003656209,0.004211866,0.005185803,0.005264885,0.03245256,0.9135695,0.005327891,0.01332169,0.002928628],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6326,0.001655962,0.002250192,0.001945649,0.00912612,0.00006016729,0.0001484279,0.0002165229,0.3519969],"genre_scores_gemma":[0.9852368,0.001937815,0.001587899,0.00200304,0.006345447,0.0004712854,0.0001978147,0.0009397919,0.001280054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9118943,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192961767200933,"score_gpt":0.2445340593211862,"score_spread":0.2252378826010929,"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."}}