{"id":"W2064178972","doi":"10.1016/j.bushor.2004.09.006","title":"Marketing in the age of the network: From marketplace to U-space","year":2004,"lang":"en","type":"article","venue":"Business Horizons","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Space (punctuation); Marketing; Business; Space Age; Computer 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":[0.002964092,0.0001065503,0.0001698321,0.00002673527,0.0004070561,0.0001149126,0.0006874776,0.00008856556,0.00002772679],"category_scores_gemma":[0.005355935,0.00007109634,0.00006798749,0.001808706,0.000261713,0.0001197034,0.0001150912,0.0001565188,0.00001109004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008675157,"about_ca_system_score_gemma":0.0002542791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008113273,"about_ca_topic_score_gemma":0.02162603,"domain_scores_codex":[0.9979942,0.0007209677,0.0002004199,0.0001877441,0.0004973921,0.0003992846],"domain_scores_gemma":[0.9981972,0.00129245,0.00008720631,0.0002746641,0.00009598353,0.00005247174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001070573,0.001053744,0.4445141,0.0001478589,0.0001299247,0.0001849025,0.200888,0.004088626,0.0009927761,0.1833179,0.0663592,0.09725234],"study_design_scores_gemma":[0.0002534359,0.000009840998,0.8754107,0.0002719161,0.00001430721,3.077369e-7,0.009127852,0.000001174029,0.00000587473,0.004732786,0.11002,0.0001517157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8014323,0.0001009485,0.00007714077,0.01877725,0.0008487045,0.0003708582,0.00001078534,0.00003590561,0.1783462],"genre_scores_gemma":[0.9979706,0.00005075547,0.0003241003,0.0003600618,0.0006686355,0.00002389986,0.000003400537,0.00001217177,0.0005864231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308966,"threshold_uncertainty_score":0.9984918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561201975793653,"score_gpt":0.2605548537317026,"score_spread":0.244942833973766,"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."}}