{"id":"W4240099024","doi":"10.14322/publons.r2961754","title":"10.14322/publons.r2961754","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Service quality; Quality (philosophy); Service (business); Business; Marketing; Medical education; Engineering management; Engineering; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001118276,0.000280136,0.0002658571,0.0002211166,0.0001400404,0.000230967,0.002029679,0.0001657061,0.9552841],"category_scores_gemma":[0.00003241875,0.0002668377,0.00006012097,0.0006826032,0.0000272259,0.0003251031,0.0004650612,0.0002190446,0.9932373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005004698,"about_ca_system_score_gemma":0.0001888192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003583973,"about_ca_topic_score_gemma":2.96884e-7,"domain_scores_codex":[0.9984251,0.0000305173,0.000256142,0.0005131937,0.0004136862,0.000361367],"domain_scores_gemma":[0.9985808,0.00003974093,0.00007075883,0.001017149,0.00008963484,0.0002019477],"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":[0.000005384423,0.00004342824,2.130719e-8,0.00001630449,0.0000131,0.000009438295,0.00000233555,0.00004655566,4.675389e-7,0.000001229752,0.9672889,0.03257285],"study_design_scores_gemma":[0.00008529127,0.00009426329,0.000007009573,0.00003075865,0.00001168906,0.00002368136,2.199479e-8,0.0002047121,0.000008570591,0.000008955891,0.9991704,0.0003546891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[5.640867e-7,0.00006063598,0.00002486426,0.000673448,0.00002926563,0.00020276,0.8674553,0.0002250871,0.1313281],"genre_scores_gemma":[2.916604e-8,0.000001923051,0.0003084465,0.0002159743,0.000221322,0.00001146404,0.4028451,0.00001108462,0.5963847],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4650566,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005092589256548992,"score_gpt":0.1700747594159331,"score_spread":0.1649821701593841,"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."}}