{"id":"W2482974576","doi":"10.1057/9780230110397_2","title":"Don’t Follow the Rules, But Do Embrace Case-Based Reasoning","year":2010,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complaint; Quarter (Canadian coin); Business; Protocol (science); Marketing; Operations management; Public relations; Engineering; Political science; Law; History; Medicine","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":[0.03134629,0.001090577,0.001285137,0.003044347,0.001977179,0.0129376,0.006242362,0.005254159,0.02202212],"category_scores_gemma":[0.09220007,0.001381817,0.00172503,0.002663987,0.01508566,0.02844016,0.005184627,0.00743381,0.01860101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090417,"about_ca_system_score_gemma":0.003554544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493336,"about_ca_topic_score_gemma":0.005484786,"domain_scores_codex":[0.9806021,0.007458902,0.002133619,0.002058606,0.007052178,0.0006946235],"domain_scores_gemma":[0.9332645,0.0438634,0.004035593,0.01190377,0.005577827,0.001354898],"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":[0.00003228495,0.0001914911,0.001576229,0.0005555338,0.00009819848,0.000183545,0.00190288,0.002699578,0.0002468457,0.776189,0.05766874,0.1586555],"study_design_scores_gemma":[0.00004395223,0.00001494564,0.0002814205,0.0005637182,0.00002240993,0.000223174,0.000660084,0.002778909,0.0002506778,0.8673602,0.1277662,0.00003430038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004778156,0.004161807,0.5619215,0.06831204,0.002064629,0.001154514,0.000593451,0.001110142,0.3559037],"genre_scores_gemma":[0.1516369,0.006773917,0.7322788,0.02452714,0.001252822,0.001950176,0.001287326,0.001193428,0.07909947],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03134629,"threshold_uncertainty_score":0.165777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0739328802781617,"score_gpt":0.3187898134444758,"score_spread":0.2448569331663141,"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."}}