{"id":"W4231716412","doi":"10.23952/jnva","title":"Journal of Nonlinear and Variational Analysis","year":2017,"lang":"en","type":"paratext","venue":"Journal of Nonlinear and Variational Analysis","topic":"","field":"","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nonlinear system; Variational analysis; Applied mathematics; Mathematics; Mathematical economics; Computer science; Physics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001940597,0.001774391,0.001717712,0.002889147,0.001290685,0.008529131,0.001405992,0.002450772,0.1162999],"category_scores_gemma":[0.006789655,0.0005612174,0.0007550796,0.002988444,0.002472149,0.004098907,0.002913393,0.005380869,0.03225248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788258,"about_ca_system_score_gemma":0.003364506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003734283,"about_ca_topic_score_gemma":0.006586489,"domain_scores_codex":[0.9987129,0.0002641888,0.00007700118,0.0002337238,0.0006378298,0.00007438483],"domain_scores_gemma":[0.9971246,0.0009314377,0.0001642695,0.0004721033,0.0009023233,0.0004051929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005399534,0.0001041975,0.000526743,0.0003855483,0.00005401095,0.00009678953,0.0001070392,0.003868737,0.0004690537,0.4872643,0.3792848,0.1277848],"study_design_scores_gemma":[0.00002288605,0.00002780165,0.001006199,0.0002577576,0.00003900701,0.0002103842,0.00009335135,0.0273953,0.0005564956,0.601948,0.3684151,0.00002764811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005285508,0.03024076,0.1170367,0.02455799,0.03820512,0.000137841,0.005023479,0.001182543,0.7783301],"genre_scores_gemma":[0.07566743,0.02461134,0.03604868,0.001515281,0.01719033,0.0002097216,0.003438874,0.002186656,0.8391317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8837001,"threshold_uncertainty_score":0.3890617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116535460516968,"score_gpt":0.3131978000140351,"score_spread":0.2920324454088655,"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."}}