{"id":"W4392204232","doi":"10.1017/9781009382229.002","title":"Move 1: Frame the Decision","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Frame (networking); Computer science; Telecommunications","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001158251,0.000339568,0.0002258468,0.0003173009,0.0003590135,0.000481522,0.0008042531,0.0002507207,0.0000659445],"category_scores_gemma":[0.00002190256,0.0002927701,0.000199187,0.00004039972,0.0001755185,0.0003127558,0.001056626,0.0004966977,0.001084632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009443163,"about_ca_system_score_gemma":0.00002480708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534057,"about_ca_topic_score_gemma":0.000006914989,"domain_scores_codex":[0.9987779,0.000003822671,0.0001706441,0.000465189,0.0003366948,0.0002456965],"domain_scores_gemma":[0.9989631,0.00007558731,0.0001693794,0.0006065604,0.0001662626,0.00001907805],"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":[0.00001094555,0.000003757652,9.708352e-7,0.000102987,0.00009032187,0.00007529413,0.00001380353,0.000004696215,0.000001513556,0.6800936,0.3188676,0.0007345019],"study_design_scores_gemma":[0.0001796438,0.000003206394,0.000008360136,0.0001453765,0.0005913051,0.000001670875,0.0001150605,0.0002322935,0.000004336095,0.001568875,0.9968075,0.0003423403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001809484,0.0001711986,0.001211014,0.000666474,0.001068603,0.0004512539,0.00003500728,0.0003755613,0.9960028],"genre_scores_gemma":[0.001453777,0.00005475253,0.00002749952,0.002359334,0.001064043,8.218784e-7,0.00007322469,0.00009000223,0.9948766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6785248,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261360352474728,"score_gpt":0.1870059920415774,"score_spread":0.1643923885168301,"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."}}