{"id":"W2130575998","doi":"10.1108/10878570210697513","title":"Ten strategies for survival in the attention economy","year":2002,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Alliance; Business; Competition (biology); Marketing; Digital economy; Market power; Power (physics); Industrial organization; Economics; Market economy; Computer science; Monopoly; Political science","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":[0.000988008,0.00005830889,0.00007720433,0.00002469023,0.0002561727,0.0002884433,0.0001096298,0.00007412806,0.00003801989],"category_scores_gemma":[0.0001146892,0.00004618664,0.00003395292,0.00009525337,0.0002448641,0.0002819607,0.000002835611,0.00009455952,0.000007814063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001199747,"about_ca_system_score_gemma":0.00003605323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002464871,"about_ca_topic_score_gemma":0.002316024,"domain_scores_codex":[0.9992539,0.0002123493,0.00009363337,0.0001141066,0.00008364258,0.0002423372],"domain_scores_gemma":[0.999446,0.0004237881,0.00002788396,0.00004695152,0.00001939393,0.00003594727],"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":[0.00002032325,0.00006395253,0.007027315,0.00005926186,0.00001129203,0.000003351291,0.05430678,0.000003193602,0.000003973205,0.9059004,0.002312407,0.03028772],"study_design_scores_gemma":[0.000364905,0.00008043714,0.01735658,0.00002421734,0.000009283006,4.466576e-7,0.8612943,0.00004856186,5.474481e-7,0.07939668,0.04127002,0.0001539613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1453429,0.0004039299,0.00001912134,0.008216191,0.0001519478,0.0002520796,0.000002646822,0.00003104654,0.8455802],"genre_scores_gemma":[0.9961383,0.00002770476,0.000007393517,0.0001991674,0.0002845438,0.00002562302,0.00000248462,0.000003665095,0.00331116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8507954,"threshold_uncertainty_score":0.2781466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2154942323739747,"score_gpt":0.3168111058284902,"score_spread":0.1013168734545155,"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."}}