{"id":"W3208691577","doi":"10.3968/12332","title":"Research on Significance, Present Situation and Countermeasures of Spreading Seven-step Washing Technique in Colleges and Universities","year":2021,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publicity; Hand washing; Promotion (chess); Control (management); Hygiene; China; Public relations; Medical education; Political science; Engineering; Business; Medicine; Computer science; Marketing; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712261,0.0002594319,0.0002373242,0.001067557,0.001783822,0.002873505,0.001103996,0.001214091,0.005515564],"category_scores_gemma":[0.003364351,0.0001645531,0.0003722074,0.001636483,0.001150452,0.002484863,0.0009535135,0.0007478533,0.0003913633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548977,"about_ca_system_score_gemma":0.0118136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191232,"about_ca_topic_score_gemma":0.01707043,"domain_scores_codex":[0.9983268,0.0005119724,0.0001394349,0.0002081033,0.0003300143,0.0004835995],"domain_scores_gemma":[0.9973122,0.0004018564,0.0005782343,0.00009655712,0.0007672884,0.0008438097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004131896,0.0009605935,0.380515,0.005204118,0.0000954624,0.001437266,0.03779777,0.00061101,0.00558202,0.03040328,0.008974621,0.5280057],"study_design_scores_gemma":[0.00004412559,0.0008755464,0.639531,0.003486044,0.0002700119,0.001571298,0.2143417,0.00168155,0.004480021,0.01165,0.1218831,0.0001857436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.875598,0.04943383,0.002781515,0.03248453,0.0006381113,0.0001838966,0.000189715,0.00006530987,0.03862511],"genre_scores_gemma":[0.9763446,0.01738166,0.00108083,0.0009502461,0.0001064071,0.00003042069,0.00007287545,0.000004375847,0.0040287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191232,"threshold_uncertainty_score":0.02368593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04107700337607693,"score_gpt":0.3718221402909911,"score_spread":0.3307451369149141,"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."}}