{"id":"W7128907678","doi":"10.5281/zenodo.18643281","title":"Pretratamiento en Recubrimiento en Polvo","year":2023,"lang":"es","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Health, Education, and Physical Culture","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Butyrophenone; Degenerative disease; Calibration","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001830855,0.0002919346,0.0002962713,0.0003907531,0.00284889,0.001001702,0.001466013,0.0003266975,0.04095505],"category_scores_gemma":[0.0008890294,0.0003102531,0.0001195155,0.002054149,0.0001964685,0.0003026847,0.0005425686,0.0008465558,0.1385494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043874,"about_ca_system_score_gemma":0.0000274507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001688903,"about_ca_topic_score_gemma":0.000001657421,"domain_scores_codex":[0.9946337,0.002523971,0.0004746772,0.0008801723,0.0005767054,0.0009107843],"domain_scores_gemma":[0.997614,0.000164025,0.0001664986,0.0009415158,0.0005803764,0.0005335562],"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":[0.0001035839,0.0004703217,0.00003740969,0.0003288384,0.0001134924,0.00001841575,0.04173478,0.00001324395,0.001394069,0.0518826,0.8280923,0.07581098],"study_design_scores_gemma":[0.0005169595,0.0004165111,0.01798851,0.00009101461,0.00003535574,0.00004190415,0.003391792,0.00006670277,0.0001096906,0.0004846881,0.9765468,0.0003101188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2257479,0.0004315024,0.0003184467,0.01539563,0.00195109,0.001861905,0.001812952,0.002919887,0.7495607],"genre_scores_gemma":[0.9152929,0.001867418,0.00009353298,0.0008395857,0.002911339,2.784701e-7,0.01056198,0.003579686,0.06485334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6895449,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04602132350839438,"score_gpt":0.3340635075288818,"score_spread":0.2880421840204874,"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."}}