{"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":"e6d63fbf5c06","filters":{"venue":"International Journal of Innovation Science"}},"results":[{"id":"W4407373835","doi":"10.1108/ijis-03-2024-0082","title":"Multinational enterprises’ approach to social innovation: key findings and future research avenues based on the systematic literature review","year":2025,"lang":"en","type":"article","venue":"International Journal of Innovation Science","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Multinational corporation; Key (lock); Business; Systematic review; Knowledge management; Process management; Computer science; Political science; MEDLINE","authors":[{"name":"Meryem Ourhalouch","is_ca":true},{"name":"Muhammad Mohiuddin","is_ca":true},{"name":"Slimane Ed‐Dafali","is_ca":false},{"name":"Parmis Katebi","is_ca":true},{"name":"Sina Mirzaye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04541100857857977,"gpt":0.3585245037499407,"spread":0.3131134951713609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05179639,0.001391939,0.004215108,0.02906093,0.001664885,0.006820543,0.001723891,0.00269442,0.004006585],"category_scores_gemma":[0.1355237,0.0008404604,0.004715345,0.02939968,0.002912135,0.007046049,0.00418277,0.001992954,0.0004036816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008662962,"about_ca_system_score_gemma":0.04073799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009057827,"about_ca_topic_score_gemma":0.02432667,"domain_scores_codex":[0.9539288,0.02390118,0.01161281,0.002677219,0.006437831,0.001442052],"domain_scores_gemma":[0.8284096,0.1395388,0.01157331,0.002519116,0.01686298,0.001096322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001688907,0.00007626046,0.008143134,0.772049,0.004619834,0.0006528657,0.007049571,0.0004553848,0.0004245856,0.01819191,0.005719557,0.1824491],"study_design_scores_gemma":[0.00004693741,0.0001033126,0.006422076,0.9115533,0.009044456,0.0005693113,0.01053238,0.0002599565,0.0002685804,0.005361978,0.05579329,0.00004432914],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004503737,0.9837734,0.002344039,0.004631045,0.0004495157,0.001201258,0.0006029552,0.00001962079,0.002474525],"genre_scores_gemma":[0.0860177,0.8974914,0.008694745,0.003298639,0.0002492682,0.003202589,0.0006001834,0.00002035866,0.0004250413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05179639,"threshold_uncertainty_score":0.2739288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415281386","doi":"10.1108/ijis-11-2024-0338","title":"Developing a maturity model to evaluate innovation policy across generations","year":2025,"lang":"en","type":"article","venue":"International Journal of Innovation Science","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Coquitlam College","funders":"","keywords":"Commercialization; Maturity (psychological); Public policy; Capability Maturity Model; Innovation management; Resource (disambiguation); Social innovation; Innovation system","authors":[{"name":"Sepehr Ghazinoory","is_ca":false},{"name":"Alireza Ranjbar","is_ca":true},{"name":"Mehdi Fatemi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1401057969111055,"gpt":0.4288418310990146,"spread":0.2887360341879091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01922541,0.0007539284,0.0006094371,0.007641729,0.001075019,0.004779859,0.001244157,0.001701828,0.004980119],"category_scores_gemma":[0.04638619,0.0003838875,0.001712809,0.004545949,0.001342832,0.0106222,0.002978725,0.001702148,0.000722429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049275,"about_ca_system_score_gemma":0.007100872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007811217,"about_ca_topic_score_gemma":0.003610065,"domain_scores_codex":[0.9930263,0.00382825,0.0005405081,0.0006606793,0.001304245,0.0006400721],"domain_scores_gemma":[0.9716119,0.01469859,0.004609224,0.001378176,0.006628037,0.001074054],"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":[0.0003328217,0.0004774428,0.1005233,0.0008213257,0.000285957,0.0002297704,0.006006882,0.114444,0.001476855,0.5820455,0.003744487,0.1896117],"study_design_scores_gemma":[0.0001180237,0.0009755265,0.05553778,0.001438723,0.000305182,0.0002614267,0.01224522,0.4695978,0.003612713,0.4062879,0.04942195,0.0001977921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3492216,0.002082819,0.5235151,0.006001554,0.0001641881,0.002526502,0.001812216,0.0006978756,0.1139782],"genre_scores_gemma":[0.8782096,0.0005948014,0.1162597,0.0001499048,0.00002246854,0.001354016,0.0007981149,0.00006346678,0.002547938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01922541,"threshold_uncertainty_score":0.101675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115568115","doi":"10.1108/ijis-05-2025-0271","title":"Internationalization, environmental engagement and innovation: insights from machine learning methods","year":2025,"lang":"en","type":"article","venue":"International Journal of Innovation Science","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"HEC Montréal","funders":"","keywords":"Internationalization; Perspective (graphical); Entrepreneurship; Value (mathematics); Focus group; Survey data collection; Emerging markets","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03115623521060372,"gpt":0.3280844935702267,"spread":0.2969282583596229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008300041,0.0006053587,0.0006387216,0.003167334,0.0008390137,0.003545226,0.0008100276,0.0007632338,0.002084125],"category_scores_gemma":[0.02304879,0.0001961273,0.0009399613,0.003943112,0.001114873,0.00222388,0.001517089,0.001459226,0.0003170596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195049,"about_ca_system_score_gemma":0.00246061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006880619,"about_ca_topic_score_gemma":0.009079261,"domain_scores_codex":[0.9960762,0.002930299,0.0001804245,0.0002721413,0.0003801197,0.0001609393],"domain_scores_gemma":[0.9635421,0.03322451,0.00128868,0.0007406338,0.0008808952,0.0003232337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002401607,0.001360319,0.3890271,0.001000611,0.0006351163,0.0005695958,0.005755329,0.04522978,0.0005555385,0.06825294,0.004988117,0.4823854],"study_design_scores_gemma":[0.00006840023,0.0003146147,0.1455722,0.001345388,0.0003354691,0.0005330558,0.01171419,0.6300359,0.001288963,0.1921778,0.01648373,0.0001302799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5282685,0.007551473,0.4127142,0.01021132,0.0002260481,0.0005671553,0.001522411,0.0004731832,0.03846575],"genre_scores_gemma":[0.9135166,0.001765241,0.0822274,0.00031781,0.00009873587,0.0003010954,0.0004715756,0.00003792541,0.001263681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008300041,"threshold_uncertainty_score":0.0438953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}