{"id":"W4252829958","doi":"10.22215/timreview505","title":"Reasons for Patent Protection and Cost-effective Patent Filing Options for SMEs","year":2011,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Competition (biology); Business; Law and economics; Industrial organization; Economics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009362558,0.0001378613,0.000296439,0.0008431535,0.0002006792,0.00001819814,0.0001171813,0.0001196485,0.00004692545],"category_scores_gemma":[0.0001814667,0.0001447154,0.00005226657,0.001420149,0.00006174915,0.0001386895,0.00005643166,0.00009987091,0.00002814742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006961264,"about_ca_system_score_gemma":0.000004275896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001295453,"about_ca_topic_score_gemma":0.000001738283,"domain_scores_codex":[0.9987346,0.000007978412,0.000683085,0.0003438582,0.00002107343,0.0002094296],"domain_scores_gemma":[0.9990559,0.00001537194,0.0005035265,0.0002496993,0.0001637541,0.00001174275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008598155,0.0000451949,0.0003019419,0.001123222,0.00006974485,1.779094e-7,0.00001889359,8.347679e-7,0.000009237839,0.8875777,0.001342161,0.1095023],"study_design_scores_gemma":[0.0008313365,0.0002022943,0.002380861,0.0005372972,0.00005286865,0.000003986566,0.00005315388,0.0003798394,0.000243878,0.3438217,0.6512219,0.0002708622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006439464,0.02146699,0.9057097,0.0195535,0.0006345201,0.03505696,0.0003382127,0.0005920687,0.01020854],"genre_scores_gemma":[0.6057553,0.06956325,0.1525127,0.01201675,0.0002767892,0.151484,0.001047496,0.0001838869,0.007159864],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7531971,"threshold_uncertainty_score":0.5901322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2160066514716846,"score_gpt":0.297996498208916,"score_spread":0.08198984673723142,"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."}}