{"id":"W4394200623","doi":"10.28924/2291-8639-22-2024-64","title":"New Auxiliary Principle Technique for General Harmonic Directional Variational Inequalities","year":2024,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Inequality; Harmonic; Calculus (dental); Applied mathematics; Mathematical analysis; Acoustics; Physics; Orthodontics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007628259,0.0001047917,0.000184413,0.0006615415,0.00009106573,0.0004430918,0.0005029056,0.00004832856,0.00008437779],"category_scores_gemma":[0.00004550126,0.00009277413,0.0002905625,0.0005013668,0.00000748294,0.0005065685,0.00009423326,0.0001100599,0.000002630857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009273466,"about_ca_system_score_gemma":0.000381831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007419811,"about_ca_topic_score_gemma":0.00001584106,"domain_scores_codex":[0.9986997,0.00003695417,0.0005261786,0.00021015,0.0004254024,0.0001016008],"domain_scores_gemma":[0.9985448,0.0003942497,0.0002122139,0.0001287734,0.0006292891,0.00009073795],"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":[0.000007224289,0.00003162979,0.0001048064,0.000007190711,0.001082182,0.000001760587,0.0001067651,0.0001446931,0.002743383,0.9865906,0.0006103237,0.008569414],"study_design_scores_gemma":[0.0004009524,0.00008631006,0.00425623,0.00004400147,0.0004818843,0.0001197597,0.00003727639,0.2262514,0.004479181,0.5196629,0.2438946,0.0002855733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002786446,0.0005569569,0.9941823,0.004205648,0.0003437073,0.0001452963,0.00008160248,0.00003067106,0.0001750958],"genre_scores_gemma":[0.6065508,0.0003226335,0.3875027,0.0003548648,0.002298785,0.0002284585,0.0001074367,0.00001456478,0.002619744],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6066797,"threshold_uncertainty_score":0.4272745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387771804566156,"score_gpt":0.3279550075016337,"score_spread":0.3040772894559721,"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."}}