{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"dc956ae3f623","filters":{"venue":"Triple Helix Journal"}},"results":[{"id":"W2532998120","doi":"10.1186/s40604-016-0041-x","title":"Intermediation in intermediation: triple helix innovation and intermediary legal organisation","year":2016,"lang":"en","type":"article","venue":"Triple Helix Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Queen's University","keywords":"Triple helix; Intermediation; Corporate governance; Business; Hybridity; Industrial organization; Sociology; Finance","authors":[{"name":"René Reich-Graefe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01813942771554137,"gpt":0.2270241547463247,"spread":0.2088847270307833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001107872,0.0002402508,0.0002557424,0.00145595,0.0002059893,0.0004177666,0.0002730463,0.0002470344,0.001048359],"category_scores_gemma":[0.0006767444,0.0002041699,0.00004677196,0.001171413,0.0001048844,0.005309793,0.0001908938,0.0005759559,0.0001759014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263587,"about_ca_system_score_gemma":0.0001065283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003277879,"about_ca_topic_score_gemma":0.00005550369,"domain_scores_codex":[0.9978627,0.00004495003,0.0008474597,0.0003153484,0.0005878665,0.0003416895],"domain_scores_gemma":[0.9984473,0.00007273738,0.0008349805,0.0001758063,0.0004378121,0.00003136452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123087,0.0005515253,0.550621,0.0002222557,0.0001535417,0.0001742102,0.001388831,0.00005018326,0.05442103,0.08930509,0.04074636,0.2612429],"study_design_scores_gemma":[0.03784844,0.0004085877,0.6480601,0.001870748,0.0002558006,0.0003949673,0.007180536,0.01577978,0.00681864,0.03943245,0.2391204,0.002829519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716341,0.00002655328,0.01608522,0.007871488,0.001895373,0.0003228749,0.000008825421,0.00008504926,0.002070537],"genre_scores_gemma":[0.9943439,0.00004827264,0.0001862227,0.001844268,0.002262965,0.000008387154,0.00004485542,0.00003222348,0.001228846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2584133,"threshold_uncertainty_score":0.9998648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902766845","doi":"10.1186/s40604-018-0062-8","title":"'Innovation policy is a team sport' - insights from non-governmental intermediaries in Canadian innovation ecosystem","year":2018,"lang":"en","type":"article","venue":"Triple Helix Journal","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intermediary; CLARITY; Business; Interdependence; Open innovation; Public relations; Knowledge transfer; Work (physics); Knowledge management; Political science; Marketing","authors":[{"name":"Merli Tamtik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01594660728849972,"gpt":0.2291407287957557,"spread":0.2131941215072559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004735252,0.0002579986,0.0002797173,0.002963289,0.0004550214,0.0005533455,0.0003988897,0.0002781683,0.0008796175],"category_scores_gemma":[0.000156427,0.0002708609,0.00004519227,0.004779241,0.00009336566,0.002987381,0.0001308506,0.0006867733,0.0003069878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002698685,"about_ca_system_score_gemma":0.0005996331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0901173,"about_ca_topic_score_gemma":0.1023997,"domain_scores_codex":[0.9975843,0.00001140565,0.0008740498,0.0003090256,0.0007282919,0.0004929432],"domain_scores_gemma":[0.9981665,0.00001216034,0.0008546591,0.0002317161,0.0006897096,0.00004527755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004069207,0.000274778,0.6412988,0.00007661551,0.000192173,0.0001598943,0.001898151,0.00004217016,0.005931091,0.2428123,0.101367,0.005540139],"study_design_scores_gemma":[0.007816558,0.0001297769,0.2199222,0.0007227404,0.00009065727,0.00005377871,0.00957352,0.02622711,0.004022573,0.01882877,0.7111782,0.001434113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638433,0.000007496189,0.0008644528,0.002616342,0.001146994,0.0002918383,0.00005332568,0.00003781227,0.03113846],"genre_scores_gemma":[0.9872274,0.000003591959,0.0001624745,0.006840488,0.004822718,0.000004743356,0.0001265276,0.00003273983,0.0007792608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6098112,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173253696","doi":"","title":"Scientific Research and Economic Activity: A Triple Helix of Regional Economic Development Renewal in Saskatchewan","year":2005,"lang":"en","type":"article","venue":"Triple Helix Journal","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Triple helix; Economic geography; Economics; Regional science; Geography; Biology","authors":[{"name":"James Dzisah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09841092237154048,"gpt":0.3745502000463961,"spread":0.2761392776748556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006289538,0.0001214201,0.0002811597,0.0003253133,0.001281724,0.000397467,0.0004866153,0.0001208211,0.0003846523],"category_scores_gemma":[0.0001191852,0.0001211265,0.00007227956,0.0003971629,0.001112031,0.0007032342,0.00009640122,0.0003838444,0.00006417665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395989,"about_ca_system_score_gemma":0.004791622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01628612,"about_ca_topic_score_gemma":0.4009192,"domain_scores_codex":[0.9974842,0.0002904638,0.0004889289,0.0003718841,0.0006751229,0.0006893685],"domain_scores_gemma":[0.9989647,0.0001770991,0.0003051781,0.0001410284,0.0001120529,0.0002999065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001023431,0.0009395415,0.122415,0.00005363753,0.0001189137,0.00004260716,0.2738182,0.0005380625,0.005619855,0.01800856,0.08118192,0.4962403],"study_design_scores_gemma":[0.003987501,0.0002972282,0.1036622,0.0002229311,0.00001166837,0.00005026958,0.06284916,0.0005579996,0.004436423,0.01462313,0.8085831,0.0007183246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893497,0.000654073,0.00001269635,0.006669096,0.0007288442,0.0002050082,0.000008981966,0.00001025283,0.002361333],"genre_scores_gemma":[0.9893688,0.0004492988,0.0007225943,0.00003517055,0.0007561041,0.0000100305,8.328357e-7,0.000009133653,0.008648016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7274012,"threshold_uncertainty_score":0.9902645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}