{"id":"W4311030986","doi":"10.12776/qip.v26i3.1752","title":"Product Innovation Paradigm of Modern Entrepreneurship","year":2022,"lang":"en","type":"article","venue":"Quality Innovation Prosperity","topic":"Economic and Business Development Strategies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Originality; Position (finance); Business; Scale (ratio); Product (mathematics); Value (mathematics); Innovation management; Product innovation; Competitive advantage; Knowledge base; New product development; Knowledge management; Work (physics); Innovation economics; Marketing; Economics; Qualitative research; Economic system; Sociology; Computer science; Engineering; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001454001,0.0003680808,0.0003618354,0.002423304,0.001177654,0.003587886,0.0007818234,0.001023209,0.004129838],"category_scores_gemma":[0.001747438,0.0001451461,0.0006800868,0.001477576,0.008619724,0.002530305,0.001454534,0.001214628,0.0006664625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004037023,"about_ca_system_score_gemma":0.002895418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003481434,"about_ca_topic_score_gemma":0.002730303,"domain_scores_codex":[0.9987838,0.0003060306,0.00005995877,0.0002662846,0.0004534512,0.0001304957],"domain_scores_gemma":[0.9986069,0.0005076046,0.0002050665,0.0002560185,0.0003069235,0.000117583],"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":[0.000008362885,0.00001793757,0.001063063,0.00007549615,0.000008955122,0.000104294,0.0005756267,0.0006307922,0.000200468,0.984251,0.0003909688,0.01267298],"study_design_scores_gemma":[0.00001548246,0.00006116347,0.002844783,0.0001532397,0.00001141396,0.0005658086,0.0005047194,0.003948713,0.0004092015,0.9427492,0.04872017,0.00001602709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09334188,0.007694926,0.235406,0.007416957,0.0003272966,0.000365502,0.0002863069,0.0001318552,0.6550292],"genre_scores_gemma":[0.9210765,0.002977663,0.04129479,0.0004632958,0.0001316636,0.0002946955,0.00007025211,0.00001746505,0.0336737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004129838,"threshold_uncertainty_score":0.0292908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224458760958438,"score_gpt":0.2866646748070549,"score_spread":0.1642187987112111,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}