{"id":"W2225760785","doi":"","title":"Patent Holdings of Indian Pharmaceutical and Biotechnology Companies in International Markets of Different Sizes","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; International trade; Pharmaceutical industry; International market; Biotechnology; Biology","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":[0.001689604,0.0001509452,0.0002967425,0.009617933,0.0007978148,0.001904349,0.0005127219,0.0004647751,0.007108635],"category_scores_gemma":[0.006391651,0.00008508922,0.0005948203,0.009287276,0.0006064547,0.002055994,0.0008643849,0.0006665711,0.0009010608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097724,"about_ca_system_score_gemma":0.0007149053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005788808,"about_ca_topic_score_gemma":0.005958094,"domain_scores_codex":[0.9993279,0.00007524482,0.00007879771,0.0001212605,0.0002072884,0.0001895499],"domain_scores_gemma":[0.9846804,0.005095684,0.007709853,0.0004700008,0.001140772,0.0009033641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005646094,0.0002683251,0.8544668,0.0003492704,0.0002474949,0.0009488525,0.002609283,0.00222716,0.007096189,0.01400888,0.003162507,0.1140507],"study_design_scores_gemma":[0.0000113344,0.0002739938,0.9820301,0.00004868183,0.0001714532,0.0009526293,0.001693088,0.001423818,0.002864161,0.001824256,0.008662207,0.00004424701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969327,0.002402038,0.0003926491,0.0004650324,0.00002093108,0.00002764257,0.003618611,0.0000271497,0.02371894],"genre_scores_gemma":[0.9947721,0.0009130617,0.0002788678,0.00004630228,0.00004327206,0.00001461445,0.001465717,0.000003873989,0.002462081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009617933,"threshold_uncertainty_score":0.0237807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155661394830705,"score_gpt":0.2585546180961772,"score_spread":0.2369980041478702,"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."}}