{"id":"W2562142439","doi":"","title":"Multi-Model Custodianship: Needs, Development and Challenges","year":2016,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science; Political science; Law and economics; Economics","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":[0.00030672,0.0001195718,0.0001072998,0.0003125774,0.0008765365,0.00007553538,0.0002732861,0.00007701298,0.00001903443],"category_scores_gemma":[0.00007417912,0.0001057827,0.0000470329,0.0001567359,0.000236446,0.0005316914,0.0001187166,0.0001228663,0.00002927499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215006,"about_ca_system_score_gemma":0.0003538152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001146788,"about_ca_topic_score_gemma":0.003953893,"domain_scores_codex":[0.9989448,0.0001516998,0.00009509869,0.000259608,0.0002424547,0.0003063649],"domain_scores_gemma":[0.9994587,0.00008191186,0.00004893185,0.0001171458,0.0001148056,0.0001784995],"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":[0.00002801781,0.0000547376,0.007788775,0.00001368214,0.00005950938,0.00003833064,0.02548813,0.00002537763,0.004992633,0.9365303,0.0001076204,0.0248729],"study_design_scores_gemma":[0.00215461,0.00006121687,0.05981868,0.0003097237,0.00005657392,0.000007996905,0.03499572,0.001944177,0.0004339203,0.004753172,0.8942965,0.001167704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8215604,0.0006880506,0.02425424,0.003363769,0.0004594541,0.0002874616,0.00004283728,0.0001639165,0.1491799],"genre_scores_gemma":[0.9536101,0.002361921,0.00834109,0.00006295512,0.00007166513,0.000001005254,0.000004148481,0.00001256944,0.0355345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9317771,"threshold_uncertainty_score":0.6741699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212473087952659,"score_gpt":0.2426912309826009,"score_spread":0.2005665001030743,"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."}}