{"id":"W6947880591","doi":"10.3886/icpsr37452.v1","title":"Using Gatekeeper Training as a CVE Tool: Replication and Evaluation of a Gatekeeper Program in Prince George's County, Maryland, United States, 2019","year":2020,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gatekeeping; Replication (statistics); Qualitative research; Exploratory research; Program evaluation; Confidentiality","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00317523,0.0003368184,0.0004746606,0.0002021909,0.0001194796,0.0002190122,0.0007371612,0.0002614232,0.0003869131],"category_scores_gemma":[0.0006046365,0.0002986307,0.00003590469,0.0006971309,0.0001424237,0.0006903763,0.0001528942,0.0004522386,0.00005836022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002722974,"about_ca_system_score_gemma":0.0002429835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02856013,"about_ca_topic_score_gemma":0.005604727,"domain_scores_codex":[0.9967175,0.0003640794,0.000614793,0.001051875,0.0008547124,0.000397105],"domain_scores_gemma":[0.9978722,0.000157953,0.000437446,0.001207843,0.0001896035,0.000134992],"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":[0.0002482832,0.0000922101,0.01620923,0.0004943703,0.0001092763,0.00004495775,0.0009991048,0.001216645,0.00007568847,0.00000372975,0.887899,0.09260752],"study_design_scores_gemma":[0.0008608263,0.0001813011,0.02361486,0.0004483939,0.0002205592,0.00005233568,0.0004844272,0.05328156,0.00001135548,0.0001189146,0.9201542,0.0005712724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2931567,0.0006232116,0.000001691551,0.00009239584,0.0001030894,0.0007518458,0.705211,0.00003650762,0.00002358353],"genre_scores_gemma":[0.00982632,0.00133849,0.0006951185,0.0002575158,0.00007647296,0.00001086961,0.9877564,0.00001179167,0.00002702934],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2833304,"threshold_uncertainty_score":0.9999466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149917981150489,"score_gpt":0.3461147732024102,"score_spread":0.1961967920519213,"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."}}