{"id":"W4406238693","doi":"10.1007/978-3-030-71522-9_239","title":"Commitment","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007016407,0.0001566101,0.000158892,0.0001338722,0.00005640165,0.00009329827,0.0009351135,0.0001274996,0.0004041234],"category_scores_gemma":[0.000002132125,0.0001379804,0.000133191,0.00003304367,0.00002881867,0.0001034738,0.0005997762,0.0001761183,0.0001949781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002791397,"about_ca_system_score_gemma":0.00005064642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001534524,"about_ca_topic_score_gemma":0.00003164243,"domain_scores_codex":[0.9992483,0.000004502942,0.000139349,0.0003317653,0.0001658216,0.0001102767],"domain_scores_gemma":[0.9988515,0.00004627096,0.00004323063,0.0009759932,0.00003264172,0.00005034443],"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":[4.171167e-7,0.000006035366,8.860061e-7,0.000008565836,0.00001849919,0.000006298318,0.000007709777,2.114124e-8,1.196735e-7,0.8328838,0.1468956,0.020172],"study_design_scores_gemma":[0.00004093334,0.00001164462,0.000002700698,0.00002471039,0.000005007651,0.000001048139,4.224781e-7,0.00006772376,0.000006481117,0.3294231,0.6703133,0.0001028597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.22694e-8,0.0003015106,0.2752023,0.0003505165,0.0002901486,0.00008071334,0.00002442273,0.0001449275,0.7236055],"genre_scores_gemma":[0.00004459255,0.0002902716,0.06674936,0.002074337,0.00007820607,0.000006061867,0.00006537645,0.00000720485,0.9306846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5234177,"threshold_uncertainty_score":0.5626677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541270562289273,"score_gpt":0.2301115217404473,"score_spread":0.2146988161175546,"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."}}