{"id":"W117509507","doi":"","title":"The Precautionary Principle and its Application in the Intellectual Property Context: Towards a Public Domain Impact Assessment","year":2014,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intellectual property; Public domain; Precautionary principle; Context (archaeology); Law and economics; Harm; Property (philosophy); Order (exchange); Guard (computer science); Political science; Business; Economics; Law; Computer science; Geography; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02115482,0.001306382,0.001364184,0.007001978,0.005835115,0.0168068,0.00361707,0.01170344,0.003840865],"category_scores_gemma":[0.02164776,0.001112359,0.002005298,0.003946755,0.05118912,0.0198961,0.00921909,0.01469365,0.0007589355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01729387,"about_ca_system_score_gemma":0.01925272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279585,"about_ca_topic_score_gemma":0.02319173,"domain_scores_codex":[0.9789544,0.009805791,0.0008281677,0.001322111,0.007719851,0.001369658],"domain_scores_gemma":[0.9856916,0.009779424,0.000839623,0.001141317,0.002271818,0.0002761473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001285031,0.000007500813,0.00008121943,0.00002419203,0.000002425321,0.00003423667,0.0002962975,0.0006802194,0.00003980472,0.9957974,0.0003596045,0.002675872],"study_design_scores_gemma":[0.000004055265,0.00001668035,0.0002275514,0.0002241802,0.000007758384,0.00005776772,0.0005606887,0.001263538,0.0002455027,0.967721,0.02965215,0.00001898416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01252144,0.01878054,0.3269778,0.08071238,0.0008764448,0.0005150039,0.0001217583,0.0001491973,0.5593454],"genre_scores_gemma":[0.7301832,0.02702983,0.1936696,0.01556227,0.001867592,0.001147383,0.0001073106,0.0001305541,0.03030229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02279585,"threshold_uncertainty_score":0.1254764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195847060363252,"score_gpt":0.3157939239098785,"score_spread":0.2938354533062459,"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."}}