{"id":"W4389370844","doi":"10.59704/360b3642fd7715d0","title":"We Are Not Helpless","year":2023,"lang":"en","type":"preprint","venue":"","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dilemma; Democracy; Quarter (Canadian coin); Action (physics); State (computer science); Falling (accident); Law and economics; Law; Political science; Frustration; Psychology; Sociology; Social psychology; Epistemology; History; Philosophy; Computer science; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01545942,0.001354135,0.001860734,0.001479802,0.01223462,0.01650044,0.002862808,0.01393892,0.03081906],"category_scores_gemma":[0.06842783,0.0007243607,0.0008379047,0.0008845894,0.03892659,0.03578927,0.01365637,0.03720441,0.02469773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004036367,"about_ca_system_score_gemma":0.007913204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005148679,"about_ca_topic_score_gemma":0.006072187,"domain_scores_codex":[0.9847503,0.006220258,0.0006343449,0.00275025,0.003669831,0.001974893],"domain_scores_gemma":[0.9754347,0.005777586,0.001823083,0.004007927,0.006900718,0.00605601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009745244,0.00009910233,0.0009262066,0.0002637662,0.00007541149,0.0003333166,0.008254332,0.0001460498,0.0004753316,0.3732923,0.5779068,0.03813003],"study_design_scores_gemma":[0.00001880562,0.00003347244,0.0002220192,0.0005075746,0.00001738259,0.0001956416,0.007010632,0.00007872535,0.0001756181,0.1245925,0.8671072,0.00004046598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002206049,0.01167998,0.002866548,0.9115392,0.01663005,0.00003223414,0.00010333,0.0002508142,0.0546918],"genre_scores_gemma":[0.09824349,0.01054146,0.004620292,0.7555664,0.009747737,0.0001361013,0.0001785207,0.0006217356,0.1203442],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03081906,"threshold_uncertainty_score":0.1031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756441227016994,"score_gpt":0.375010452507819,"score_spread":0.1993663298061197,"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."}}