{"id":"W3121537114","doi":"","title":"Why Do Some Patents Get Licensed While Others Do Not","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Attractiveness; Business; Patent portfolio; Quality (philosophy); Industrial organization; Patent analysis; Portfolio; Prestige; Marketing; Intellectual property; Computer science; Finance; Data science","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":[0.003764221,0.0001460656,0.0006858864,0.002290381,0.0008323304,0.003814662,0.0006344244,0.001272024,0.006056939],"category_scores_gemma":[0.01862405,0.0002112084,0.0008470191,0.002584954,0.001795365,0.003263911,0.0009764768,0.001192159,0.001517854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007581844,"about_ca_system_score_gemma":0.0006370039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008379645,"about_ca_topic_score_gemma":0.009349692,"domain_scores_codex":[0.9981804,0.0003028838,0.0001718678,0.0005577885,0.0003583384,0.0004287966],"domain_scores_gemma":[0.9712323,0.01374606,0.01072615,0.001407281,0.001580836,0.001307308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001835956,0.0001405842,0.9425536,0.0001935433,0.0004289853,0.0004950696,0.001625009,0.00202599,0.002077912,0.01123366,0.002776117,0.03626597],"study_design_scores_gemma":[0.00007221251,0.0001575592,0.9595443,0.0000841009,0.0002859792,0.0007618867,0.003232385,0.00527425,0.001933634,0.01917759,0.00942092,0.00005524225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787649,0.001830087,0.002926307,0.002631271,0.00005407417,0.0000612504,0.0007618794,0.00006601473,0.0129043],"genre_scores_gemma":[0.9981475,0.0003329084,0.0002381564,0.0001173368,0.00004456649,0.000009854592,0.0001815313,0.00001231206,0.0009159112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008379645,"threshold_uncertainty_score":0.02026248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731470011857593,"score_gpt":0.2107499707645472,"score_spread":0.1634352706459712,"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."}}