{"id":"W4318767329","doi":"10.32920/21992090.v1","title":"Networked Influence: An Introduction","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Influencer marketing; Social media; Dissemination; Public opinion; Political science; Public relations; Internet privacy; Focus (optics); Thematic analysis; Sociology; Computer science; Business; Social science; Qualitative research; Politics; Law; Marketing","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":[0.001743678,0.001178021,0.0008960202,0.005361462,0.004748425,0.01066096,0.0014574,0.004553482,0.02277878],"category_scores_gemma":[0.004716695,0.0006228852,0.0007488232,0.005379942,0.00948457,0.01325591,0.004731617,0.005769539,0.004452049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00447106,"about_ca_system_score_gemma":0.002709147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005573886,"about_ca_topic_score_gemma":0.005430968,"domain_scores_codex":[0.9977175,0.0009216898,0.0001254683,0.0004148546,0.0006293782,0.0001910597],"domain_scores_gemma":[0.9963652,0.002580613,0.0001562526,0.0002061764,0.0004096254,0.0002819898],"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":[0.00001062387,0.00003601095,0.0008800045,0.0006297551,0.00001088894,0.0001851304,0.004702352,0.0004684579,0.0001228961,0.8529668,0.07897347,0.0610136],"study_design_scores_gemma":[0.000002265585,0.00001579197,0.0006141929,0.0009692153,0.000003981944,0.0002600334,0.001509905,0.0002652405,0.00003576787,0.1579894,0.8383178,0.00001641981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003458824,0.31243,0.0276949,0.06366484,0.01621822,0.0002493053,0.000646587,0.0002378942,0.5753995],"genre_scores_gemma":[0.1687353,0.5435685,0.02371198,0.03781015,0.05539385,0.001359663,0.001141627,0.0007317931,0.167547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02277878,"threshold_uncertainty_score":0.07620263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07291063712688634,"score_gpt":0.3885847564556563,"score_spread":0.3156741193287699,"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."}}