{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"4b7063d7eb25","filters":{"venue":"Revista Política y Ciencias Administrativas."}},"results":[{"id":"W4408515150","doi":"10.62465/rpca.v4n1.2025.130","title":"Business models of nanotechnology companies and value creation","year":2025,"lang":"en","type":"article","venue":"Revista Política y Ciencias Administrativas.","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Value creation; Business; Value (mathematics); Nanotechnology; Business model; Industrial organization; Materials science; Computer science; Marketing","authors":[{"name":"Gabriela García Cañarte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02508656392089578,"gpt":0.261138843327318,"spread":0.2360522794064222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002476238,0.0003676225,0.0001571315,0.003730471,0.005819229,0.00892781,0.0007385897,0.001065103,0.0029876],"category_scores_gemma":[0.006975779,0.0002028898,0.00030944,0.003240989,0.008634878,0.003523452,0.002480563,0.001078067,0.0002304997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02839865,"about_ca_system_score_gemma":0.02269088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3345565,"about_ca_topic_score_gemma":0.4135567,"domain_scores_codex":[0.99686,0.001340104,0.00005138201,0.0001245442,0.0009242198,0.0006997913],"domain_scores_gemma":[0.9957467,0.001962743,0.0007069993,0.0001557797,0.0007613437,0.0006664686],"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":[0.00006101383,0.0001357875,0.05969179,0.0001113403,0.00002417024,0.0007715505,0.05559987,0.002920464,0.0009567335,0.826681,0.003095462,0.04995092],"study_design_scores_gemma":[0.00004270359,0.0001166568,0.1241359,0.0006017628,0.00005697084,0.001100136,0.3845779,0.021398,0.001684071,0.2655225,0.2005985,0.0001648763],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6526493,0.001474683,0.007659916,0.006768567,0.00003227639,0.0001915554,0.0001152807,0.00002837866,0.3310799],"genre_scores_gemma":[0.9956141,0.0004735507,0.001110268,0.00007299323,0.000003358941,0.0000223278,0.00003147731,0.000003621273,0.002668322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345565,"threshold_uncertainty_score":0.6652184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406328095","doi":"10.62465/rpca.v4n1.2025.91","title":"Innovation as a market domination strategy in Canadian nanotech firms","year":2025,"lang":"en","type":"article","venue":"Revista Política y Ciencias Administrativas.","topic":"Innovation and Knowledge Management","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":"Dimension (graph theory); Transferability; Meaning (existential); Value (mathematics); Knowledge management; Business; Process (computing); Position (finance); Innovation management; Marketing; Computer science; Epistemology","authors":[{"name":"Gabriela García Cañarte","is_ca":false},{"name":"Angélica Victoria Guillén Pinargote","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01740908157563901,"gpt":0.2880680929329509,"spread":0.2706590113573119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002510478,0.0002256475,0.0002629052,0.003894736,0.009371251,0.008361719,0.0009055035,0.001319489,0.002570156],"category_scores_gemma":[0.006951168,0.0001825808,0.000311085,0.005616155,0.005270711,0.002431795,0.002656794,0.001223727,0.0001158541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1055992,"about_ca_system_score_gemma":0.09637765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594285,"about_ca_topic_score_gemma":0.9733012,"domain_scores_codex":[0.9963123,0.000403441,0.00007979251,0.0002579878,0.001530023,0.001416444],"domain_scores_gemma":[0.9936588,0.001976292,0.001103553,0.0001913881,0.00171266,0.001357248],"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":[0.0003030993,0.0002280906,0.327598,0.0003980601,0.00006124561,0.002570007,0.1949775,0.002598178,0.003470044,0.3414064,0.009862234,0.1165271],"study_design_scores_gemma":[0.00003592611,0.0001145512,0.5772699,0.0002958267,0.00008244321,0.0004777683,0.2616524,0.006431357,0.00192639,0.01504707,0.1364439,0.0002226258],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205671,0.0009949881,0.0004737816,0.003670461,0.00001901647,0.00004929207,0.0001099971,0.00001216562,0.07410313],"genre_scores_gemma":[0.9970259,0.0002770832,0.0001366231,0.00008289252,0.000003159507,0.000005487606,0.00002692831,0.000002584261,0.002439287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055992,"threshold_uncertainty_score":0.7661794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}