{"id":"W4327924012","doi":"10.22617/tcs230063-2","title":"Finding Balance 2023","year":2023,"lang":"en","type":"report","venue":"","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fox Chase Cancer Center; Ministerio de Economía y Competitividad; Academy of Finland; Egg Farmers of Canada","keywords":"Balance (ability); Environmental science; Chemistry; Psychology; Neuroscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003687645,0.0008771301,0.0005234238,0.0027297,0.003456689,0.008346763,0.001052654,0.003041667,0.2113793],"category_scores_gemma":[0.01399207,0.0003837653,0.0005990258,0.004006027,0.0007418367,0.00632367,0.00271605,0.002951708,0.1166542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003955419,"about_ca_system_score_gemma":0.01798942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02902042,"about_ca_topic_score_gemma":0.03901529,"domain_scores_codex":[0.996834,0.0002444474,0.0001511433,0.0002225095,0.002081571,0.0004663214],"domain_scores_gemma":[0.9936106,0.0006674431,0.0003450688,0.0002927589,0.003930077,0.001154039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003106732,0.00002606993,0.001344621,0.0000835883,0.00000618268,0.00004899121,0.0001138466,0.0000458652,0.0001340982,0.007458693,0.9389711,0.05173587],"study_design_scores_gemma":[0.00000918108,0.00001492068,0.002322578,0.000149148,0.00000528537,0.00002179445,0.0006114078,0.00004895667,0.0001860476,0.00310505,0.9935172,0.000008523791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005252131,0.00358814,0.00142845,0.07254822,0.02167057,0.0002510889,0.02570909,0.000950233,0.8686021],"genre_scores_gemma":[0.0371647,0.006614559,0.00437382,0.02329084,0.00344213,0.0007687986,0.0409188,0.00123517,0.8821911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2113793,"threshold_uncertainty_score":0.7071342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1757781593635442,"score_gpt":0.4134798767521934,"score_spread":0.2377017173886492,"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."}}