{"id":"W6940238895","doi":"10.6084/m9.figshare.c.6821932.v1","title":"Are public health researchers designing for dissemination? Findings from a national survey in China","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Dissemination; Information Dissemination; China; Quarter (Canadian coin); Public health; Descriptive research; Descriptive statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02144443,0.0003052046,0.0007048555,0.003891768,0.001694023,0.001865271,0.001383224,0.001038559,0.001934175],"category_scores_gemma":[0.04311427,0.0006131671,0.0006188733,0.007002523,0.001251072,0.002437316,0.001885709,0.0008797802,0.0002461108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003922891,"about_ca_system_score_gemma":0.01150131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05106382,"about_ca_topic_score_gemma":0.03970859,"domain_scores_codex":[0.9836436,0.007051306,0.003169771,0.00140065,0.002907816,0.001826876],"domain_scores_gemma":[0.9456968,0.01937235,0.01907371,0.002859755,0.007324041,0.005673393],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003854458,0.00008266671,0.9770348,0.0003366341,0.00003168019,0.000105883,0.01188164,0.0000388553,0.0001104512,0.0001170609,0.0005466031,0.009675217],"study_design_scores_gemma":[0.00001121549,0.00007852174,0.9802592,0.0001903579,0.00002347829,0.00006359861,0.01791537,0.0001977045,0.00005465029,0.00006463083,0.001125964,0.00001528371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955502,0.0007451011,0.0001243482,0.001733239,0.00001219005,0.0001266629,0.0004484358,0.000008821357,0.001251132],"genre_scores_gemma":[0.9982927,0.0005839703,0.0001763787,0.0003900079,0.00001248516,0.000126215,0.0002286089,0.000003121764,0.0001865232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9785556,"threshold_uncertainty_score":0.1134103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2457496693038082,"score_gpt":0.3632347634960227,"score_spread":0.1174850941922145,"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."}}