{"id":"W2767056932","doi":"10.1155/2017/9264920","title":"A Novel Method to Investigate the Effect of Social Network “Hook” Images on Purchasing Prospects in E-Commerce","year":2017,"lang":"en","type":"article","venue":"Complexity","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Purchasing; Product (mathematics); Hook; Social media; Computer science; Hyperlink; Advertising; Social network (sociolinguistics); Business; Marketing; World Wide Web; Web page; Mathematics; Engineering","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":[0.001241379,0.0004652095,0.0003642439,0.001478616,0.0003049274,0.0008303061,0.0006241981,0.0007666291,0.004601344],"category_scores_gemma":[0.007425989,0.0003042285,0.0006689873,0.001106029,0.0004753719,0.001488713,0.0005503894,0.00054353,0.0005705177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005796838,"about_ca_system_score_gemma":0.0005434402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003041591,"about_ca_topic_score_gemma":0.003108493,"domain_scores_codex":[0.9991826,0.0003150321,0.00003512579,0.0002256043,0.0001941006,0.00004737942],"domain_scores_gemma":[0.9948204,0.00384948,0.0005077176,0.0003808736,0.0003249659,0.0001166044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001320655,0.002291455,0.2699118,0.0009309929,0.0008028087,0.0008402827,0.00192814,0.08723877,0.04640146,0.07459155,0.005519232,0.5082228],"study_design_scores_gemma":[0.00006293985,0.0004719566,0.07693874,0.00003265853,0.0001410161,0.0004732939,0.0003786633,0.8920912,0.00652216,0.01906218,0.003744313,0.00008088676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3118316,0.0002232862,0.6765808,0.0004267682,0.00006929484,0.0006219507,0.001317268,0.0006830121,0.008246139],"genre_scores_gemma":[0.8050219,0.0001357779,0.1903781,0.00009770852,0.00005026037,0.0007551659,0.0005024592,0.00004839599,0.003010203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004601344,"threshold_uncertainty_score":0.01539296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2337335658555134,"score_gpt":0.457260303694567,"score_spread":0.2235267378390536,"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."}}