{"id":"W4405888620","doi":"10.1007/978-3-031-77138-5_8","title":"Belief Sharing: A Blessing or a Curse","year":2024,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Blessing; Curse; Computer science; Philosophy; Theology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006065304,0.0008612834,0.0009413685,0.001658768,0.002592347,0.01162117,0.001631204,0.005263952,0.01269456],"category_scores_gemma":[0.01543729,0.0004692079,0.000367421,0.00252171,0.01624828,0.02288724,0.003865939,0.007869623,0.003130821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318535,"about_ca_system_score_gemma":0.003855578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310065,"about_ca_topic_score_gemma":0.003010269,"domain_scores_codex":[0.9964842,0.00206342,0.00009179664,0.0002841384,0.000898349,0.0001781239],"domain_scores_gemma":[0.9881402,0.008560232,0.0003902678,0.001308841,0.001123352,0.0004771129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000105895,0.00001289934,0.00006944926,0.00009594249,0.00001162776,0.00002748167,0.002296873,0.0002297001,0.0000655707,0.8923163,0.05560336,0.04926028],"study_design_scores_gemma":[0.000005705906,0.00001158863,0.00008664759,0.0003471474,0.000009560426,0.0001217982,0.001501461,0.0005263031,0.0001211988,0.8253328,0.1719217,0.00001412915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005945109,0.09965891,0.05771714,0.2898668,0.007990397,0.00003868169,0.0002155788,0.000284302,0.5382831],"genre_scores_gemma":[0.5442119,0.08262645,0.03411591,0.05728508,0.01578597,0.0002055378,0.0002150879,0.0006764663,0.2648775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01269456,"threshold_uncertainty_score":0.04246753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144060263075041,"score_gpt":0.3943884914595058,"score_spread":0.2799824651520017,"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."}}