{"id":"W4389155568","doi":"10.1017/9781009318518.007","title":"Hidden Commitment Problems","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Reading (process); Quarter (Canadian coin); Political science; Public relations; Epistemology; Computer science; Law; History; Computer security; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002457856,0.0002834004,0.0003402579,0.0001392378,0.0006286553,0.00009287474,0.0007533216,0.0005190703,0.000009291371],"category_scores_gemma":[0.00001602869,0.0003605083,0.0002404476,0.00001614157,0.0004972863,0.0000883601,0.0003913,0.000451905,0.0001692917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945872,"about_ca_system_score_gemma":0.0002471958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004044272,"about_ca_topic_score_gemma":0.0008441696,"domain_scores_codex":[0.9983343,0.00007693465,0.0001643445,0.0004335442,0.0005528451,0.0004380104],"domain_scores_gemma":[0.9989136,0.0000768684,0.0001735112,0.0004025317,0.0001711552,0.0002623479],"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":[0.00001067956,0.000007363198,0.000002632154,0.00003694449,0.00008641624,0.0001660058,0.0007860601,0.000002042025,8.090122e-7,0.8977205,0.100411,0.0007695154],"study_design_scores_gemma":[0.0002361235,0.00002865279,0.000008199152,0.000130596,0.0001233907,0.000001000465,0.0005753683,0.00002472991,9.83001e-7,0.0002584533,0.9982372,0.0003752859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007563784,0.0000756976,0.00002554605,0.0001828836,0.0005174039,0.0006622543,0.0003440202,0.0004205484,0.997696],"genre_scores_gemma":[0.0004812965,0.0007343587,0.00002774809,0.00008712187,0.0002132402,9.505533e-7,0.00009070731,0.0000413486,0.9983232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8978262,"threshold_uncertainty_score":0.9998847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763880809560508,"score_gpt":0.2359797225055514,"score_spread":0.1983409144099464,"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."}}