{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002121525,0.0001261108,0.0001940297,0.000101033,0.0006880065,0.000200171,0.0004682234,0.0003688073,0.0008884869],"category_scores_gemma":[0.0000504528,0.0002100206,0.0001218697,0.00001337567,0.0002816842,0.0001604778,0.0001961708,0.0002415398,0.0006105835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586204,"about_ca_system_score_gemma":0.0003318584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003681937,"about_ca_topic_score_gemma":0.01217348,"domain_scores_codex":[0.9989421,0.00003821024,0.0001273768,0.0001945309,0.000426906,0.0002708176],"domain_scores_gemma":[0.9991078,0.00005710442,0.0001572136,0.0002528692,0.0001728856,0.0002520979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009165572,0.0000041206,0.00000173584,0.00002543557,0.0000586242,0.00002840146,0.007535734,3.759193e-7,4.359745e-7,0.662617,0.3208776,0.008841489],"study_design_scores_gemma":[0.0002295799,0.00001363612,0.000021959,0.00009035374,0.00004578957,2.254345e-7,0.0008104773,0.00000385833,0.000001075252,0.001215261,0.9973477,0.0002201389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003678728,0.000008232957,0.000009637927,0.00002750423,0.000580533,0.0003486917,0.00008134876,0.0003158792,0.9985914],"genre_scores_gemma":[0.0002732524,0.0001851724,0.00001807539,0.00006750969,0.0001467322,1.230108e-7,0.00002007555,0.00002278997,0.9992663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6764701,"threshold_uncertainty_score":0.9728309,"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."}}