{"id":"W2903494173","doi":"10.12968/denn.2018.14.11.536","title":"Dentistry by day, blogger by night","year":2018,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Dental nurse; Medicine; Nursing; Professional development; Medical education; Dentistry; Nurse education","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007314484,0.0001643913,0.0001642662,0.00009467963,0.001386126,0.0000646724,0.0003351654,0.0002094548,0.005281405],"category_scores_gemma":[0.0002650761,0.0001683988,0.000049223,0.0003046503,0.000387463,0.000480045,0.00009232578,0.0006787058,0.009332581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007711435,"about_ca_system_score_gemma":0.0002045395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000400689,"about_ca_topic_score_gemma":0.0000353232,"domain_scores_codex":[0.9974384,0.0004903192,0.0003745519,0.0003919249,0.0005511223,0.0007536466],"domain_scores_gemma":[0.9988016,0.0002133583,0.0001658852,0.0003782294,0.0001473051,0.0002935564],"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":[0.00004862394,0.0003976237,0.149779,0.00003035767,0.00001935971,0.000007872082,0.002939522,1.143527e-8,0.02688773,0.0001277672,0.8103894,0.009372672],"study_design_scores_gemma":[0.001998265,0.0002133085,0.1877623,0.0006437216,0.00008255535,0.0001516037,0.03360215,0.0001177816,0.02273246,0.0009044758,0.7511069,0.000684551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140342,0.001053984,0.0003114348,0.002063984,0.006121733,0.0004981527,0.00008646224,0.0001135416,0.07571652],"genre_scores_gemma":[0.938514,0.00002932178,0.000130178,0.001311586,0.0009099842,0.00005145439,0.0002544297,0.00005617243,0.05874287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05928257,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05309022131595224,"score_gpt":0.5214672236829809,"score_spread":0.4683770023670287,"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."}}