{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003292634,0.00301367,0.001670572,0.002249212,0.001488039,0.00403599,0.00415322,0.003137468,0.03569409],"category_scores_gemma":[0.01079971,0.0006972658,0.002829026,0.002056643,0.001869053,0.004868517,0.003122148,0.002850494,0.007819314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695155,"about_ca_system_score_gemma":0.003187881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018328,"about_ca_topic_score_gemma":0.008927098,"domain_scores_codex":[0.9962617,0.00159995,0.0001529637,0.001007126,0.000455876,0.0005223303],"domain_scores_gemma":[0.9955422,0.00163123,0.001114423,0.0004540901,0.0006632977,0.0005948175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009023028,0.001197645,0.4160152,0.001934643,0.004585424,0.002885255,0.00332485,0.02258609,0.0007827032,0.3077963,0.04540373,0.1925859],"study_design_scores_gemma":[0.0005649924,0.001556083,0.1801734,0.001936606,0.002044343,0.005227616,0.006872177,0.1116063,0.000489246,0.6260165,0.06313413,0.000378689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4526393,0.008953536,0.2132805,0.08565521,0.002182359,0.001450901,0.01372777,0.001525277,0.2205852],"genre_scores_gemma":[0.9619886,0.002272319,0.01585692,0.002497626,0.0003711912,0.0006096103,0.002200719,0.0001032348,0.01409974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03569409,"threshold_uncertainty_score":0.1194086,"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."}}