{"id":"W4387629856","doi":"10.7312/helf21098-001","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"Columbia University Press eBooks","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005275543,0.001319601,0.001180898,0.002505913,0.003423017,0.005421061,0.003165317,0.002306024,0.3950349],"category_scores_gemma":[0.02158947,0.0004517725,0.0009336215,0.00187128,0.0009262714,0.003420389,0.005459381,0.003648969,0.2956429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003705724,"about_ca_system_score_gemma":0.007052647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005724604,"about_ca_topic_score_gemma":0.008629426,"domain_scores_codex":[0.9942266,0.00113047,0.0003380945,0.001197116,0.002576439,0.0005312522],"domain_scores_gemma":[0.9842864,0.001483584,0.0004692828,0.001291063,0.009826815,0.002643021],"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":[0.00007876949,0.00002354433,0.0007415048,0.0002012343,0.00001036573,0.0001951591,0.0004129044,0.00008773253,0.0004222566,0.005569149,0.9510499,0.04120752],"study_design_scores_gemma":[0.00001060939,0.00001128968,0.0003850149,0.0001561746,0.000007232884,0.0001879451,0.0003996992,0.00005643216,0.0002124559,0.001688819,0.9968743,0.00001001231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007416407,0.01437343,0.02961373,0.1248073,0.09927029,0.001664632,0.06699271,0.00850816,0.6473535],"genre_scores_gemma":[0.03560671,0.007254358,0.0224469,0.04969889,0.009707191,0.001535906,0.04659051,0.004653101,0.8225065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6049651,"threshold_uncertainty_score":0.8629093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0676636826253595,"score_gpt":0.2596547277009882,"score_spread":0.1919910450756287,"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."}}