{"id":"W2981437546","doi":"10.1002/nsr.30531","title":"Use inquiry forms effectively to boost recruitment efforts","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Vice president; Political science; Management; Public relations; Business; Medical education; Psychology; Medicine; Economics; Law","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005248904,0.0004115498,0.0005593829,0.000502655,0.001101726,0.0001509821,0.0004542319,0.0003552448,0.0007568047],"category_scores_gemma":[0.01117771,0.0003800927,0.0001664914,0.0009194794,0.0001007137,0.0009496074,0.0004488608,0.002022943,0.009015596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690486,"about_ca_system_score_gemma":0.0009291472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222944,"about_ca_topic_score_gemma":0.00006369311,"domain_scores_codex":[0.9937661,0.001415664,0.001012595,0.0009976317,0.0009918559,0.001816101],"domain_scores_gemma":[0.994342,0.002813263,0.0006145466,0.0009168226,0.0006249041,0.0006884382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004808392,0.0001180581,0.8327772,0.0004396188,0.0001315403,0.00002258069,0.06102471,0.00022748,0.0019354,0.001980005,0.001796002,0.09906655],"study_design_scores_gemma":[0.00319823,0.001313632,0.4255688,0.003536691,0.0001016445,0.00004297721,0.1904466,0.001309257,0.001108311,0.0002833174,0.3716554,0.001435148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560645,0.00005746885,0.0000894648,0.001826271,0.001742595,0.005758613,0.00001013886,0.0003757488,0.03407522],"genre_scores_gemma":[0.9706368,0.00006945328,0.001032056,0.003256882,0.0004876114,0.001567805,0.00008722656,0.0001670901,0.02269502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072084,"threshold_uncertainty_score":0.9998651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151446401530406,"score_gpt":0.4931285360938039,"score_spread":0.2779838959407632,"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."}}