{"id":"W4391531407","doi":"10.31124/advance.24898458.v1","title":"PoliticalExistentialism","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Political science; Law","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":[0.006148322,0.0004660808,0.0005601536,0.0009998393,0.004218854,0.005453802,0.0009340254,0.002657951,0.008283619],"category_scores_gemma":[0.007387809,0.0002482017,0.0005925942,0.000777735,0.02559894,0.00600039,0.003580947,0.005135188,0.0009708715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005822189,"about_ca_system_score_gemma":0.002133049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002757894,"about_ca_topic_score_gemma":0.001800469,"domain_scores_codex":[0.9943994,0.002525165,0.0001629446,0.0011851,0.001250277,0.0004770563],"domain_scores_gemma":[0.9965379,0.001924044,0.0002420821,0.0005809478,0.0004752353,0.0002397689],"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":[7.861881e-7,0.000002028916,0.00002582658,0.000003706353,7.18447e-7,0.00000495815,0.0001130291,0.00003755753,0.000008867546,0.9990932,0.0002678216,0.0004414983],"study_design_scores_gemma":[0.000003493732,0.000002556971,0.00007010184,0.00001020481,0.000001154551,0.00001473883,0.00007435471,0.0003046398,0.00002533551,0.9833122,0.01617949,0.000001672486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02124538,0.003129596,0.08578011,0.04481717,0.0004131212,0.00008336201,0.0001565687,0.00006022607,0.8443144],"genre_scores_gemma":[0.9323441,0.001560174,0.01677197,0.004955851,0.0008005656,0.0002542998,0.0001513344,0.0000641306,0.0430975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008283619,"threshold_uncertainty_score":0.04224318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4168642597190056,"score_gpt":0.5958206599209434,"score_spread":0.1789564002019377,"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."}}