{"id":"W7051588575","doi":"","title":"One (financial well-being) model fits all","year":2024,"lang":"en","type":"article","venue":"DiRROS repository (University of Maribor)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strategic Research Council; Università Cattolica del Sacro Cuore; Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Construct validity; Sample (material); Construct (python library); Scale (ratio); Measure (data warehouse); Validation test; Test (biology); Reliability (semiconductor); Emerging markets","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":[],"consensus_categories":[],"category_scores_codex":[0.00004627115,0.0001125241,0.0001586027,0.00006965517,0.0001926564,0.00005342994,0.0001711675,0.00006032104,0.0006152918],"category_scores_gemma":[0.000004027678,0.0001449577,0.0001590208,0.0001200516,0.00006547383,0.0002743384,0.0001034233,0.0001837555,0.0002348316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004482106,"about_ca_system_score_gemma":0.0001250447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200918,"about_ca_topic_score_gemma":0.00002845128,"domain_scores_codex":[0.9992998,0.00002033285,0.0001165519,0.0002439798,0.0001500015,0.0001693642],"domain_scores_gemma":[0.9994812,0.00008402557,0.00006021581,0.0002061128,0.00008223967,0.00008617596],"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":[0.0004459005,0.003134732,0.03252023,0.0007019016,0.001422639,0.0006398328,0.008285792,0.02655924,0.03604835,0.6295302,0.2382744,0.02243685],"study_design_scores_gemma":[0.002587578,0.0004592058,0.02286308,0.001064839,0.001496306,0.00002345713,0.002542004,0.3484555,0.04412594,0.03552047,0.5389202,0.001941337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6631029,0.00003058825,0.02236742,0.0003546107,0.000894507,0.0001666165,0.0001096004,0.0001170409,0.3128567],"genre_scores_gemma":[0.9757288,0.00000784007,0.001314675,0.00002237378,0.0001363065,6.16614e-7,0.00005236912,0.00001243379,0.0227246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5940097,"threshold_uncertainty_score":0.6737014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007715703371866428,"score_gpt":0.1986360805180064,"score_spread":0.19092037714614,"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."}}