{"id":"W7132137613","doi":"","title":"Lombard's Paradox","year":2025,"lang":"hr","type":"dissertation","venue":"Repository of Faculty of Kinesiology, University of Zagreb - KIFoREP","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Object (grammar); Human being; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000483453,0.0005824025,0.002201591,0.0007310723,0.0002927343,0.000004307255,0.0006803065,0.001416456,0.0001412796],"category_scores_gemma":[0.0004435546,0.000600033,0.001106528,0.0005279953,0.001445898,0.0001712956,0.0001391246,0.0005880943,0.00001273568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730732,"about_ca_system_score_gemma":0.000984402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470479,"about_ca_topic_score_gemma":0.00008929133,"domain_scores_codex":[0.9963121,0.0003826481,0.001411349,0.0008604802,0.0006270272,0.0004063708],"domain_scores_gemma":[0.9939335,0.0005322865,0.002530389,0.0008863355,0.001923791,0.0001937253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0193703,0.003950207,0.1094592,0.03605457,0.005192857,0.0004158165,0.03563397,0.0007159284,0.7661527,0.002344976,0.009641394,0.01106815],"study_design_scores_gemma":[0.004654694,0.00470698,0.8290637,0.005977272,0.00385147,0.00005158009,0.05099782,0.0001848941,0.09664638,0.0003097184,0.002807986,0.0007475206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896484,0.001007553,0.00007448219,0.0002041951,0.001513989,0.0009022999,0.0004013513,0.0000427377,0.006204996],"genre_scores_gemma":[0.967513,0.0003388702,0.001641398,0.0000150902,0.0001234707,1.390604e-7,0.002104552,0.0000243468,0.02823912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7196046,"threshold_uncertainty_score":0.9998799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591085374574932,"score_gpt":0.2730622326048598,"score_spread":0.2571513788591105,"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."}}