{"id":"W7010017374","doi":"","title":"Foundation Communications Today: Findings from the 2011 Survey of Foundation Communications Professionals","year":2011,"lang":"en","type":"other","venue":"Issue Lab (Candid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Social media; Work (physics); Quarter (Canadian coin); Digital media; Professional communication","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":[0.005729201,0.0001970717,0.0002527495,0.003172232,0.001324629,0.001560822,0.0004853913,0.001093445,0.00482809],"category_scores_gemma":[0.02158295,0.000441918,0.0002782001,0.004291029,0.0004498323,0.002183171,0.001722652,0.001382481,0.001975224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198564,"about_ca_system_score_gemma":0.004632103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04678297,"about_ca_topic_score_gemma":0.0678758,"domain_scores_codex":[0.9960914,0.001047105,0.0004510302,0.000293131,0.001141492,0.0009758577],"domain_scores_gemma":[0.9701163,0.007063545,0.008436995,0.0007681946,0.007676871,0.005938107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007458956,0.000424375,0.8798595,0.0002829612,0.00002549591,0.0002215631,0.01713591,0.00006447977,0.0002578446,0.000271213,0.05597072,0.04541121],"study_design_scores_gemma":[0.000008032852,0.0001212269,0.952144,0.000214072,0.00001277147,0.0001546803,0.03153012,0.000111404,0.00008510992,0.00004616534,0.01555119,0.00002109364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742701,0.0006186673,0.0002994053,0.006942553,0.00006325189,0.0001553729,0.007517759,0.00004352591,0.01008921],"genre_scores_gemma":[0.9792616,0.00211498,0.0007892847,0.004296937,0.0001356907,0.0006172989,0.006834365,0.00002947863,0.005920282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04678297,"threshold_uncertainty_score":0.09302133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09832118270139567,"score_gpt":0.3574448725555852,"score_spread":0.2591236898541895,"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."}}