{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"5cd07d3978d5","filters":{"venue":"Communications & stratégies"}},"results":[{"id":"W2254867883","doi":"","title":"Lemons on the Edge of the Internet: The Importance of Transparency for Broadband Network Quality","year":2015,"lang":"en","type":"article","venue":"Communications & stratégies","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Transparency (behavior); Broadband; Incentive; The Internet; Business; Quality (philosophy); Broadband networks; Internet access; Industrial organization; Net neutrality; Telecommunications; Economics; Computer science; Microeconomics; Computer security","authors":[{"name":"Reza Rajabiun","is_ca":false},{"name":"Catherine A. Middleton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1409269902495298,"gpt":0.3409007561850284,"spread":0.1999737659354986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004475919,0.0001413887,0.0002831004,0.001214835,0.001556614,0.00837068,0.000584052,0.001772689,0.004766352],"category_scores_gemma":[0.03280085,0.0002052561,0.0003469494,0.001513815,0.003665834,0.006729335,0.002685675,0.002882287,0.0002975792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00367483,"about_ca_system_score_gemma":0.003206379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009513485,"about_ca_topic_score_gemma":0.006220346,"domain_scores_codex":[0.9943318,0.00246511,0.0002157294,0.0004374997,0.001776976,0.0007728565],"domain_scores_gemma":[0.9591333,0.0225261,0.009709757,0.002399073,0.004883674,0.001348031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004767104,0.0001961499,0.05935938,0.0004063301,0.0001137465,0.0006975267,0.005330105,0.01232866,0.00243234,0.7951384,0.01673319,0.1067875],"study_design_scores_gemma":[0.00009376744,0.0001629159,0.1723412,0.001334035,0.0001551478,0.0003636504,0.009978342,0.02622627,0.007333553,0.7030316,0.07879322,0.0001863698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6164103,0.006674371,0.02481778,0.1190803,0.0003281245,0.00008674218,0.0006144937,0.0001456406,0.2318423],"genre_scores_gemma":[0.9962766,0.0005826042,0.0007400397,0.001119649,0.00007778745,0.000007934175,0.0000347239,0.00001420867,0.00114657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009513485,"threshold_uncertainty_score":0.02666295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}