{"id":"W4285507329","doi":"10.2139/ssrn.4153372","title":"Connectors and Influencers","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"Université de Lyon; Tamkeen; Seoul National University; Agence Nationale de la Recherche; New York University Abu Dhabi","keywords":"Influencer marketing; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001283635,0.00005791756,0.00008432358,0.00005100441,0.001907932,0.00004434896,0.0001626434,0.00001523757,0.0001537983],"category_scores_gemma":[0.00002595963,0.00006286479,0.00003540675,0.00009058657,0.0001601902,0.0001418848,0.00009677964,0.0007375685,0.000005824273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002170935,"about_ca_system_score_gemma":0.001104568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190118,"about_ca_topic_score_gemma":0.004104114,"domain_scores_codex":[0.9984515,0.0001130837,0.0001113243,0.0001045431,0.0001576005,0.001061904],"domain_scores_gemma":[0.9997844,0.00002843027,0.00006930586,0.00004126468,0.00001554887,0.00006107906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002343902,0.00003421966,0.0713174,4.856922e-7,0.00005811446,0.000003284897,0.01365674,0.00002591135,0.0004634738,0.9074526,0.0001872467,0.00677705],"study_design_scores_gemma":[0.0008459938,0.000638849,0.002414927,0.000002915568,0.00003339833,0.0001566968,0.5678832,0.000007089945,0.00009397945,0.3578967,0.06965099,0.0003752341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876708,0.003399724,0.000005372615,0.001441733,0.0002305141,0.00007234802,0.000001552698,0.00001975842,0.007158159],"genre_scores_gemma":[0.9960898,0.002544715,0.00001297267,0.0001506188,0.00008118553,0.00001186116,3.660838e-7,0.000006823858,0.001101659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5542265,"threshold_uncertainty_score":0.9993914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385473793338438,"score_gpt":0.2975074741855045,"score_spread":0.2836527362521201,"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."}}