{"id":"W7133688059","doi":"10.5281/zenodo.18882096","title":"How to write a data availability statement: A brief guide","year":2025,"lang":"","type":"article","venue":"Open MIND","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Data access; Key (lock); Information access; Information system; Data collection; Table (database)","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":["metaresearch","metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.03755808,0.0005487132,0.001103722,0.0005594403,0.0008718186,0.05489576,0.04570641,0.0004216258,0.01795901],"category_scores_gemma":[0.0433246,0.0004656602,0.0001278808,0.004685068,0.0003876476,0.01806707,0.042207,0.001009031,0.004034214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003189427,"about_ca_system_score_gemma":0.00328377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136025,"about_ca_topic_score_gemma":0.00209273,"domain_scores_codex":[0.9880105,0.001116911,0.002746485,0.004364049,0.002582009,0.001180067],"domain_scores_gemma":[0.986734,0.002238956,0.000827039,0.008397255,0.0009946049,0.0008081814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001055097,0.0001105848,0.002896035,0.000007109768,0.00005290712,0.00001273766,0.0006626032,0.000007264416,0.00004158761,0.00007367562,0.4831856,0.5128444],"study_design_scores_gemma":[0.001033061,0.00007332685,0.001954253,0.0003098455,0.000090227,0.00000375626,0.00628643,0.002715642,0.0006849153,0.001613012,0.9847118,0.0005237077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09643377,0.002004699,0.02643826,0.2425185,0.004726945,0.005966723,0.00601338,0.00001034314,0.6158875],"genre_scores_gemma":[0.1933491,0.0001248775,0.02973841,0.005416756,0.0002729892,0.00005681927,0.000210966,0.0000293718,0.7708007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5123207,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2182120486200025,"score_gpt":0.4828271470188157,"score_spread":0.2646150983988133,"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."}}