{"id":"W4417000655","doi":"10.2139/ssrn.5679443","title":"&lt;p&gt;Setting Boundaries and Standards in Transportation: In Between Principles of Sufficient Arianism and Limitarianism&lt;/p&gt;","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Process (computing); Work (physics); Set (abstract data type); Context (archaeology); Key (lock)","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":[0.003864871,0.0004797186,0.0006061551,0.001348267,0.003901362,0.004966294,0.001480409,0.004372416,0.0178914],"category_scores_gemma":[0.007961035,0.0006058078,0.001066208,0.001686548,0.01852909,0.01378568,0.004007599,0.005219338,0.002106048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006234629,"about_ca_system_score_gemma":0.002934649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007295367,"about_ca_topic_score_gemma":0.006032722,"domain_scores_codex":[0.9969558,0.001731565,0.0001633136,0.0004956563,0.0004213305,0.0002324703],"domain_scores_gemma":[0.997177,0.001405168,0.0002757261,0.0005297444,0.0004407213,0.0001714555],"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":[0.000003000063,0.000002100308,0.00001736645,0.000008818045,0.00000142343,0.000003761275,0.0001134495,0.0001070794,0.00001699083,0.997708,0.001130576,0.0008873717],"study_design_scores_gemma":[0.000003192536,0.000001817891,0.0000434311,0.00001021835,0.000001601771,0.000008898944,0.00009252251,0.0004029537,0.00008374048,0.9915282,0.007820201,0.000003322319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02212783,0.003442501,0.272829,0.05981018,0.0009041004,0.0000847047,0.0004349371,0.0002686965,0.640098],"genre_scores_gemma":[0.8743503,0.001533081,0.06618482,0.004008648,0.0005147113,0.0002938023,0.0001571411,0.0003817737,0.05257569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0178914,"threshold_uncertainty_score":0.05985272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149494627326751,"score_gpt":0.2585616348079334,"score_spread":0.2370666885346659,"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."}}