{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"64b17407baa3","filters":{"venue":"Revista Ibero-Americana de Estratégia"}},"results":[{"id":"W4251062098","doi":"10.5585/ijsm.v12i2.1972","title":"Strategic Management and Shared Vision in Micro and Small Enterprises","year":2013,"lang":"en","type":"article","venue":"Revista Ibero-Americana de Estratégia","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Argumentation theory; Perspective (graphical); Conversation; Knowledge management; Strategic planning; Strategic management; Sociology; Computer science; Management science; Epistemology; Process management; Engineering ethics; Business; Artificial intelligence; Marketing; Economics; Engineering; Philosophy","authors":[{"name":"Edmilson Lima","is_ca":false},{"name":"Louis Jacques Filion","is_ca":true},{"name":"Oscar Dalfovo","is_ca":false},{"name":"Vladas Urbanavicius","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07318926547706661,"gpt":0.3406853925277364,"spread":0.2674961270506698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007182344,0.0003255255,0.0003551405,0.001892309,0.003076569,0.009646285,0.0006714346,0.002144276,0.002318578],"category_scores_gemma":[0.008404763,0.0001834367,0.0002582823,0.001826574,0.01932731,0.008928725,0.005789664,0.001877682,0.0002060585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005617876,"about_ca_system_score_gemma":0.005590808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002312562,"about_ca_topic_score_gemma":0.002948028,"domain_scores_codex":[0.9907849,0.006665905,0.0002611072,0.0004381021,0.001148453,0.0007014411],"domain_scores_gemma":[0.9948891,0.003327795,0.0006784433,0.0002385445,0.0003612234,0.0005049423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002082732,0.00003524544,0.0009034529,0.00009199211,0.000009381646,0.0001931017,0.01519775,0.0006942668,0.0002402722,0.9592993,0.0009269492,0.02238747],"study_design_scores_gemma":[0.00002126692,0.00009814656,0.0027328,0.0003548276,0.00001272478,0.0002383787,0.05076178,0.003680446,0.0005176523,0.8873869,0.05416357,0.00003153667],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3530802,0.01184705,0.07057972,0.04416518,0.0003863354,0.0001654581,0.00003346926,0.0000580043,0.5196846],"genre_scores_gemma":[0.9928767,0.0009420015,0.003001114,0.0002866792,0.00002863998,0.00002982379,0.000007608246,0.000004571515,0.002822871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009646285,"threshold_uncertainty_score":0.0407607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132131613","doi":"10.5585/ijsm.v16i4.2512","title":"How can a live fish live out of Brazil? The case of peixonauta","year":2017,"lang":"en","type":"article","venue":"Revista Ibero-Americana de Estratégia","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Operationalization; Internationalization; Conceptualization; Commercialization; Animation; Product (mathematics); Business; Marketing; Computer science; International trade","authors":[{"name":"Wilian Gatti","is_ca":true},{"name":"Márcio Luiz Marietto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04304992017295148,"gpt":0.3148218420897707,"spread":0.2717719219168192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276839,0.000344807,0.0002465429,0.0007164024,0.009852814,0.002619952,0.001049403,0.002046325,0.004174807],"category_scores_gemma":[0.00339291,0.0002063983,0.000334069,0.0008315365,0.005938763,0.002880529,0.003256347,0.001597263,0.0002785311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00510426,"about_ca_system_score_gemma":0.003595222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06384938,"about_ca_topic_score_gemma":0.112008,"domain_scores_codex":[0.9988756,0.0006348684,0.00001985242,0.0001000314,0.0001314473,0.0002382124],"domain_scores_gemma":[0.9992629,0.0003437371,0.0000851384,0.00004547791,0.00008554706,0.0001772527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007664573,0.0002132169,0.02693249,0.0004032986,0.00002517904,0.07635047,0.6144134,0.0009536633,0.002717137,0.2307992,0.006807826,0.04030747],"study_design_scores_gemma":[0.00001417445,0.00009887989,0.01532385,0.0005320197,0.00002931353,0.009433985,0.7360138,0.001191805,0.0009854457,0.01779278,0.2185417,0.00004224524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8424777,0.001374373,0.002847143,0.01788517,0.0001019082,0.00007957028,0.00004819154,0.00002916043,0.1351568],"genre_scores_gemma":[0.9879827,0.0007766017,0.0007972569,0.000575003,0.00001247694,0.00004148637,0.00001378028,0.000009343203,0.009791303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06384938,"threshold_uncertainty_score":0.1269555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250936697","doi":"10.5585/ijsm.v7i2.968","title":"Digital money – an implementation of micropayments","year":2009,"lang":"en","type":"article","venue":"Revista Ibero-Americana de Estratégia","topic":"FinTech, Crowdfunding, Digital Finance","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":false},"ca_institutions":"Northwestern Polytechnic","funders":"","keywords":"octopus (software); Process (computing); Subject (documents); Point (geometry); Business; Wish; Computer science; Process management; Sociology; World Wide Web; Mathematics; Operating system","authors":[{"name":"Vivaldo José Breternitz","is_ca":false},{"name":"Martinho Isnard Ribeiro de Almeida","is_ca":true},{"name":"Antonio Cezar Galhardi","is_ca":false},{"name":"Émerson Antônio Maccari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01076045111841313,"gpt":0.2612749642379371,"spread":0.2505145131195239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002724809,0.0002099283,0.0001301389,0.001266383,0.001769244,0.004233913,0.001145234,0.0008633528,0.01028189],"category_scores_gemma":[0.006409737,0.0001974908,0.0002356514,0.001099321,0.001949563,0.003722236,0.003902012,0.001084508,0.001401339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00285711,"about_ca_system_score_gemma":0.003962532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004330147,"about_ca_topic_score_gemma":0.003551222,"domain_scores_codex":[0.9971078,0.001002958,0.0001803663,0.0003311716,0.0009044844,0.0004733014],"domain_scores_gemma":[0.9966733,0.0007803317,0.0005427763,0.0007635075,0.0006792622,0.0005607573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002045618,0.0005187863,0.01191784,0.0002696983,0.00004083202,0.001007495,0.0056398,0.002292018,0.003204479,0.5610262,0.01376785,0.4001105],"study_design_scores_gemma":[0.0001000202,0.0009018888,0.03252988,0.0004417945,0.00005148483,0.001072429,0.007962755,0.009163859,0.008609417,0.04620149,0.8928565,0.0001085047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3506927,0.00128621,0.05044491,0.009163432,0.0004235161,0.000604346,0.0001982969,0.001142889,0.5860438],"genre_scores_gemma":[0.9349366,0.0004068211,0.01420191,0.0003969766,0.00009023787,0.0001366521,0.00006184445,0.00006059221,0.04970826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01028189,"threshold_uncertainty_score":0.03439635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234239148","doi":"10.5585/ijsm.v9i3.1696","title":"Walking on a Tightrope? Analysing Emotional Fragilities as a Competitive Advantage in Cirque Du Soleil’s Creation of Value&lt;br&gt;http://dx.doi.org/10.5585/riae.v9i3.1696","year":2011,"lang":"en","type":"article","venue":"Revista Ibero-Americana de Estratégia","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cirque; Consolidation (business); Competitive advantage; Value (mathematics); Management; Leverage (statistics); Sociology; Humanities; Psychology; Business administration; Business; Art; Economics; Accounting; Computer science; Geography","authors":[{"name":"Felipe Cavalcante de Almeida","is_ca":false},{"name":"Alyne Oliveira Vale","is_ca":false},{"name":"Sérgio Henrique Arruda Cavalcante Forte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02305778720577967,"gpt":0.2527469422138123,"spread":0.2296891550080327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001948409,0.0002270191,0.0002489207,0.001651453,0.005696882,0.006038254,0.0006872346,0.0010455,0.003093224],"category_scores_gemma":[0.003693267,0.0002036144,0.0001769259,0.001606583,0.00425369,0.001594121,0.002301762,0.0009933184,0.000176124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009164871,"about_ca_system_score_gemma":0.004748428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2257162,"about_ca_topic_score_gemma":0.4231668,"domain_scores_codex":[0.9984704,0.0006856134,0.00002775117,0.00008947138,0.0003205652,0.0004062083],"domain_scores_gemma":[0.9979957,0.00090343,0.0003470996,0.0000587516,0.0003751866,0.0003197185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001510694,0.0001635701,0.103954,0.0001126492,0.00001833586,0.002060108,0.8481667,0.00009405985,0.002024927,0.01031062,0.001881914,0.03106198],"study_design_scores_gemma":[0.000003342766,0.00003237984,0.09745529,0.00005514547,0.000006536091,0.0001286777,0.8929849,0.0001544081,0.0002061201,0.0003028162,0.00865508,0.00001527358],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875287,0.0001286399,0.00009158492,0.0005424367,0.00001062403,0.00001226349,0.00001693123,0.000001660295,0.01166716],"genre_scores_gemma":[0.9984861,0.00007618672,0.00008314758,0.00008782621,0.000004089986,0.000007511361,0.00001396983,0.00000252805,0.001238773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2257162,"threshold_uncertainty_score":0.4488047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}