{"id":"W4293325123","doi":"10.1186/s12889-022-14030-x","title":"The Gross Developmental Potential (GDP2): a new approach for measuring human potential and wellbeing","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Robert Wood Johnson Foundation; U.S. Department of Health and Human Services","keywords":"Thriving; Gross domestic product; Lifelong learning; Productivity; Feeling; Product (mathematics); Medicine; Knowledge management; Psychology; Computer science; Economic growth; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005676655,0.001580753,0.000706848,0.009711632,0.001392046,0.004138075,0.001494694,0.001159232,0.008335683],"category_scores_gemma":[0.01507581,0.0003350664,0.001844525,0.008069763,0.002898593,0.005494074,0.006431405,0.002563542,0.001572291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004691685,"about_ca_system_score_gemma":0.004005137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303127,"about_ca_topic_score_gemma":0.01719711,"domain_scores_codex":[0.9951431,0.002333197,0.0005130479,0.0005112027,0.001217366,0.0002820659],"domain_scores_gemma":[0.9920591,0.003537032,0.001080933,0.0006546977,0.002003151,0.0006650518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002319372,0.0002902258,0.1460241,0.002221535,0.000340596,0.0004806413,0.01029474,0.007116624,0.001851977,0.3171284,0.03993034,0.4740889],"study_design_scores_gemma":[0.00004812909,0.0007456811,0.2349232,0.002502545,0.0002301315,0.001550418,0.02154017,0.01379092,0.00313873,0.3388983,0.382199,0.0004329004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.177921,0.01178887,0.4132243,0.009185463,0.001506406,0.00256313,0.0278476,0.001790764,0.3541725],"genre_scores_gemma":[0.7563508,0.006352012,0.211956,0.0009542599,0.0001439414,0.003070184,0.007082941,0.0002490523,0.01384089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01303127,"threshold_uncertainty_score":0.03404075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08081080405918016,"score_gpt":0.3284234688589709,"score_spread":0.2476126647997907,"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."}}