{"id":"W2024928018","doi":"10.2501/ija-33-4-633-655","title":"Dreaming out loud on Pinterest","year":2014,"lang":"en","type":"article","venue":"International Journal of Advertising","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Persuasion; Social media; Focus (optics); Taste; Advertising; Key (lock); Computer science; Consumption (sociology); Psychology; Internet privacy; World Wide Web; Social psychology; Aesthetics; Business; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0007794392,0.00007335586,0.000124217,0.0001589002,0.0001129726,0.00009652675,0.0004326078,0.00005081214,0.0001077179],"category_scores_gemma":[0.0009616275,0.00006653518,0.0001123273,0.00004115357,0.00007922702,0.0002342025,0.00002816758,0.0001847684,0.00005733905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701077,"about_ca_system_score_gemma":0.0001245183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000671698,"about_ca_topic_score_gemma":0.000160996,"domain_scores_codex":[0.9985184,0.0001063302,0.0003172414,0.00009058484,0.0007948628,0.0001725612],"domain_scores_gemma":[0.9989642,0.0002319793,0.0002650191,0.0000631826,0.0003387707,0.0001368743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004123515,0.0004985705,0.02319321,0.00001668282,0.000472984,0.0003393872,0.1914885,0.0005500782,0.01072308,0.05351221,0.01583118,0.7029617],"study_design_scores_gemma":[0.002869593,0.0005557059,0.03208776,0.001476915,0.00007523564,0.0001700185,0.03227037,0.0002712646,0.009811305,0.01553463,0.9043192,0.0005579487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827053,0.0001102106,0.01440043,0.006747399,0.0132166,0.00006607965,0.000002316295,0.00003306077,0.1383709],"genre_scores_gemma":[0.9948623,0.00007650161,0.0005265858,0.0008360691,0.002632739,2.679236e-7,7.373278e-7,0.00000877909,0.001056067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8884881,"threshold_uncertainty_score":0.2713226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845606924054384,"score_gpt":0.3490940959939818,"score_spread":0.320638026753438,"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."}}