{"id":"W7033628906","doi":"","title":"Resource differences between born global and born regional firms : Evidence from Canadian small and medium-sized manufacturers 1997-2004","year":2012,"lang":"en","type":"other","venue":"ERef Bayreuth (University of Bayreuth)","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Production (economics); Productivity; Product (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002662059,0.0004420324,0.0007053273,0.0001494042,0.0003408167,0.00001985014,0.0007389217,0.00103267,0.01301543],"category_scores_gemma":[0.00003861903,0.0004646119,0.0001000264,0.0001712596,0.001689455,0.0001550593,0.0005489212,0.0004491608,0.0002487849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003402906,"about_ca_system_score_gemma":0.0001318017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3394893,"about_ca_topic_score_gemma":0.6895356,"domain_scores_codex":[0.997813,0.0002092306,0.0001971438,0.0008380639,0.0002478859,0.0006946131],"domain_scores_gemma":[0.9982207,0.0002492707,0.0003382772,0.0004594085,0.000009073352,0.0007232882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179187,0.00002905459,0.7770333,0.00004292515,0.0002319334,0.00004806185,0.001241252,0.000001189491,0.00001283762,0.00002810197,0.2143878,0.006825631],"study_design_scores_gemma":[0.0004414559,0.00006943218,0.6372985,0.0001081204,0.000170708,0.000007555359,0.0007349318,0.000004336108,0.000002029002,0.0002173526,0.3605965,0.0003490332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945847,0.006517387,0.0001588267,0.00700128,0.0005094102,0.0008646586,0.003540356,0.000180894,0.08664251],"genre_scores_gemma":[0.8463277,0.002153591,0.003909674,0.0007743523,0.0005540954,0.000002148,0.0008026037,0.0001680347,0.1453078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3500462,"threshold_uncertainty_score":0.9997805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033044127247671,"score_gpt":0.1959308327279416,"score_spread":0.1756003914554649,"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."}}