{"id":"W3097963123","doi":"","title":"Safeguarding Vulnerable Persons","year":2020,"lang":"en","type":"article","venue":"˜The œJournal of Development Communication/˜The œjournal of development communication","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"","keywords":"Safeguarding; Public relations; Government (linguistics); Business; Stakeholder; Vulnerable adult; Order (exchange); Sexual abuse; Service provider; Service (business); Economic growth; Political science; Poison control; Marketing; Suicide prevention; Environmental health; Nursing; Medicine; Law","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":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01424536,0.0003727805,0.0006563974,0.0003181792,0.005169258,0.0002981816,0.006655927,0.0002391017,0.0002207533],"category_scores_gemma":[0.0006946674,0.0002508922,0.0002357182,0.001270275,0.0006158034,0.0008452856,0.0007373433,0.002342189,0.00008217177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006570321,"about_ca_system_score_gemma":0.002996552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000914991,"about_ca_topic_score_gemma":0.0002526557,"domain_scores_codex":[0.9907622,0.004185927,0.002599005,0.0001523983,0.001761911,0.0005385639],"domain_scores_gemma":[0.9905475,0.002588984,0.003447773,0.0011154,0.001917048,0.0003833319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000514948,0.0004740956,0.006090225,0.00004455539,0.001582289,0.000008382392,0.904384,0.001544752,0.0007183441,0.0009830665,0.0290717,0.05458359],"study_design_scores_gemma":[0.001308045,0.0001101439,0.004271417,0.0006391144,0.0002496643,0.0001554972,0.1257967,0.0001192773,0.0009962067,0.0006081813,0.8652919,0.0004538859],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6586069,0.08955989,0.02268912,0.1815862,0.001741642,0.002201199,0.000003497138,0.0002181678,0.04339331],"genre_scores_gemma":[0.9460286,0.01324847,0.03832299,0.001139958,0.0001920619,0.000008952575,0.00001235173,0.00004547632,0.001001137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8362201,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682078984123877,"score_gpt":0.2920260801572922,"score_spread":0.2552052903160534,"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."}}