{"id":"W2305008369","doi":"","title":"Effecting Balance: Oakes Analysis Restaged","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Balance (ability); Medicine; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002190217,0.0001592893,0.0002330495,0.00002863264,0.000592043,0.0001226754,0.0002777677,0.00008209892,0.0003200904],"category_scores_gemma":[0.0002208434,0.00004756195,0.0002946203,0.001029984,0.0000384592,0.0003955527,0.00004972839,0.001277258,0.0001100199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003086199,"about_ca_system_score_gemma":0.00004684589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002205976,"about_ca_topic_score_gemma":0.001912992,"domain_scores_codex":[0.9958312,0.0002292303,0.0002376486,0.0001751752,0.0004165359,0.003110206],"domain_scores_gemma":[0.9992781,0.000209803,0.0001028295,0.00004382424,0.0001069101,0.0002585551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000806364,0.0001986347,0.4538798,0.000006272698,0.001047264,0.000005092018,0.0002982894,0.00001440542,0.3091493,0.01099687,0.0002518356,0.2240715],"study_design_scores_gemma":[0.0003737275,0.0007399456,0.9679526,0.00002266623,0.0004794716,0.0003423658,0.008144802,0.00009539849,0.004294702,0.005535295,0.01139432,0.0006247191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961383,0.001842855,0.00002300167,0.0009935898,0.00009432738,0.00009878352,0.00000341707,0.00004660344,0.0007591051],"genre_scores_gemma":[0.9954457,0.001026093,0.00001486888,0.00006280282,0.001013822,0.000006906885,0.00002338301,0.000001020107,0.002405377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5140728,"threshold_uncertainty_score":0.554912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169440235349293,"score_gpt":0.27361691420405,"score_spread":0.2566728906691207,"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."}}