{"meta":{"query_hash":"2540cbbc3bae","filters":{"venue":"International Journal of Management and Network Economics"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2540cbbc3bae","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Management+and+Network+Economics"},"results":[{"id":"W2147064059","doi":"10.1504/ijmne.2009.032833","title":"Quality choice of a new product development and network externality","year":2009,"lang":"en","type":"article","venue":"International Journal of Management and Network Economics","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Network effect; Externality; Profit (economics); Software; Resource allocation; Computer science; Investment (military); Quality (philosophy); Resource (disambiguation); Microeconomics; Industrial organization; Business; Economics; Computer network","score_opus":0.03222637735656628,"score_gpt":0.2512361374801295,"score_spread":0.21900976012356324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147064059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98437446,0.0005820316,0.00059093686,0.0006496114,0.00086059497,0.00010753719,6.1279115e-7,0.000009048071,0.012825158],"genre_scores_gemma":[0.9896939,0.0005620491,0.0040715546,0.0015194212,0.00372529,7.2236173e-7,0.000007658239,0.000009926714,0.00040949808],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987427,0.0000019521271,0.0007822016,0.00017204903,0.0001127617,0.00018835373],"domain_scores_gemma":[0.9988479,0.000030826224,0.0008977337,0.00009627286,0.000094499745,0.000032779033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074330746,0.00014473985,0.00030204293,0.000117342446,0.00005502539,0.00043845075,0.0002934425,0.000029990042,0.000024669436],"category_scores_gemma":[0.000017527704,0.00013737493,0.00007071592,0.000060936716,0.000029045668,0.0019996695,0.00018227218,0.000085231586,0.0000052876835],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038134088,0.000102770944,0.1001596,0.000061440944,0.0005358909,0.00001099372,0.00005175139,0.009354011,0.0000012467378,0.19872174,0.010333601,0.68028563],"study_design_scores_gemma":[0.0016045746,0.00003432671,0.49008226,0.0001570042,0.000059844824,0.0000135908285,0.00009830474,0.0012116632,0.000009152297,0.17385869,0.33254844,0.000322148],"about_ca_topic_score_codex":0.000030767522,"about_ca_topic_score_gemma":0.00006313182,"teacher_disagreement_score":0.67996347,"about_ca_system_score_codex":0.000041579686,"about_ca_system_score_gemma":0.000019587744,"threshold_uncertainty_score":0.56019866},"labels":[],"label_agreement":null}]}