{"id":"W4388047166","doi":"10.1111/joie.12358","title":"Firm Matching in the Market for Technology: Business Stealing and Business Creation*","year":2023,"lang":"en","type":"article","venue":"Journal of Industrial Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Matching (statistics); Relevance (law); Business; Industrial organization; Business model; Product (mathematics); Electronic business; Marketing; Commerce","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005640322,0.0003612751,0.0009317544,0.003836741,0.0009765145,0.002887954,0.001377743,0.001772175,0.006101146],"category_scores_gemma":[0.02908893,0.0003399477,0.0008999865,0.005051938,0.002134618,0.003134472,0.002798516,0.001783849,0.0008044062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008268571,"about_ca_system_score_gemma":0.0005398112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006889857,"about_ca_topic_score_gemma":0.006977698,"domain_scores_codex":[0.996567,0.001297092,0.0004085662,0.0007187855,0.0004833754,0.0005251405],"domain_scores_gemma":[0.9259776,0.03645975,0.03069011,0.004152352,0.0009227352,0.00179747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002160555,0.000289248,0.9753528,0.0000877714,0.0002079189,0.0002109518,0.0002897184,0.004362981,0.0007472823,0.005555299,0.0008582416,0.01182181],"study_design_scores_gemma":[0.00007234448,0.0002922213,0.9374242,0.00005873168,0.0001767342,0.0004463073,0.0008498491,0.04198837,0.001416404,0.01290612,0.004315053,0.00005361143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858887,0.0003675916,0.007806967,0.0008251398,0.00001317149,0.00008114416,0.002245291,0.00005225105,0.002719863],"genre_scores_gemma":[0.9956554,0.00008717865,0.001621675,0.00006492937,0.00003371203,0.000060539,0.001615366,0.000006069008,0.0008550898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006889857,"threshold_uncertainty_score":0.02982926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991573700782017,"score_gpt":0.2524062875925823,"score_spread":0.1824905505847622,"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."}}