{"id":"W2600699944","doi":"","title":"Heart of Social Work Award Winner: Illana Perlman","year":2015,"lang":"en","type":"article","venue":"Field educator","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social work; Sociology; Psychology; Medical education; Public relations; Medicine; Law; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.004360494,0.0009908114,0.001014676,0.001199847,0.006265014,0.008309595,0.00158454,0.005034384,0.05703456],"category_scores_gemma":[0.01129545,0.0003877209,0.0005947574,0.0003857084,0.001357544,0.003763009,0.004556384,0.01013641,0.02729535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003596141,"about_ca_system_score_gemma":0.008795149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005385681,"about_ca_topic_score_gemma":0.01365642,"domain_scores_codex":[0.996567,0.0003607039,0.0001439036,0.0004653907,0.001827611,0.0006354043],"domain_scores_gemma":[0.989055,0.0006832596,0.0002148204,0.0001766503,0.004227843,0.005642432],"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":[0.000004600375,0.00001170712,0.00003914624,0.000009223648,6.389811e-7,0.00002511088,0.00002701577,0.000003074545,0.00001674354,0.0004628433,0.9957905,0.00360928],"study_design_scores_gemma":[0.000009933715,0.00002692436,0.0004070961,0.0001118794,0.00000254525,0.0001601674,0.0004680029,0.00003894771,0.00006003098,0.0004892893,0.9982116,0.00001360168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000742889,0.006023662,0.0003510816,0.4857222,0.4657544,0.00009330858,0.0001137834,0.0001772989,0.04102148],"genre_scores_gemma":[0.01287949,0.007395606,0.000699422,0.2141635,0.1014809,0.0001883674,0.0001989801,0.000384514,0.6626093],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05703456,"threshold_uncertainty_score":0.1907997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08559848163049273,"score_gpt":0.4592768160183983,"score_spread":0.3736783343879056,"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."}}