{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8172139,0.0009795511,0.13248435,0.0020577586,0.000044255048,0.00021074782,0.00029269163,0.0000761541,0.046640616],"genre_scores_gemma":[0.9925649,0.0002407023,0.0024281142,0.00003868058,0.00002028267,0.000024768937,0.000031165073,0.000009522502,0.0046419622],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99858284,0.0005424249,0.000046805926,0.0002769107,0.0002044442,0.0003466658],"domain_scores_gemma":[0.9935719,0.0034823972,0.0015013398,0.00027058556,0.00031602665,0.00085780263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022694545,0.00047400544,0.00078604673,0.0009025752,0.00058649195,0.0026312296,0.0007642588,0.0014311936,0.010731192],"category_scores_gemma":[0.0066368673,0.00046015214,0.00076296326,0.0009522307,0.0017158991,0.0037319064,0.0014834611,0.0013810969,0.0003998171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012932898,0.0008536474,0.06758419,0.0003704438,0.0003113743,0.001292817,0.000609716,0.3550665,0.008431704,0.49455464,0.0017446122,0.06788697],"study_design_scores_gemma":[0.00039315372,0.0009862519,0.06474028,0.00011654165,0.00033632066,0.0007349731,0.0010793838,0.620454,0.0029838602,0.29864597,0.00933383,0.00019536905],"about_ca_topic_score_codex":0.0037316722,"about_ca_topic_score_gemma":0.0032949473,"teacher_disagreement_score":0.010731192,"about_ca_system_score_codex":0.0034178148,"about_ca_system_score_gemma":0.00085385604,"threshold_uncertainty_score":0.0358994},"labels":[],"label_agreement":null}]}