{"id":"W7052495565","doi":"","title":"The study of effective communication in social awareness campaign through HIV/AIDs anti-discrimination & anti-stigmatisation campaigns, and exploring the factors behind effective communication.","year":2009,"lang":"en","type":"other","venue":"DR-NTU (Nanyang Technological University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Foundation (evidence); Process (computing); State (computer science); Social consciousness; Social media","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":[],"consensus_categories":[],"category_scores_codex":[0.0005283798,0.0003014783,0.0004386637,0.0004077127,0.0008493374,0.00007187609,0.001061455,0.0002160948,0.0004820294],"category_scores_gemma":[0.00008657097,0.0002122904,0.00008401637,0.0007475961,0.0006320468,0.00008791355,0.0007013552,0.0007082287,0.000004197153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007877711,"about_ca_system_score_gemma":0.00003770324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002776341,"about_ca_topic_score_gemma":0.002053957,"domain_scores_codex":[0.9976493,0.001092242,0.0002734756,0.0003729117,0.0003468789,0.0002652591],"domain_scores_gemma":[0.9976856,0.0009505088,0.0004077531,0.0008153766,0.0001123534,0.00002844148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001578012,0.003556561,0.3222086,0.0001994597,0.0007882451,0.000009585286,0.02460153,0.00004979713,0.0007408949,0.1691273,0.0114337,0.4671266],"study_design_scores_gemma":[0.003439591,0.0005959747,0.7145638,0.0006600235,0.0003671338,5.499716e-7,0.1466049,0.000132947,0.0005429682,0.004737214,0.1274578,0.0008971127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302003,0.0002090916,0.001675118,0.0005047991,0.00004383492,0.004353934,0.00005638699,0.0001806197,0.06277595],"genre_scores_gemma":[0.9917156,0.0002400823,0.0001617263,0.00000300107,0.00001976412,0.00009252108,0.0001319776,0.00003822767,0.007597095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662295,"threshold_uncertainty_score":0.8656953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343010227736938,"score_gpt":0.2759626296431177,"score_spread":0.2416616068694239,"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."}}