{"id":"W1962040966","doi":"10.1017/cbo9780511618925.006","title":"Illustrative papers","year":2007,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001473649,0.0006428258,0.0003268266,0.003182514,0.002263004,0.00446383,0.001252616,0.001709272,0.1135067],"category_scores_gemma":[0.009599418,0.000172996,0.0004220067,0.006654776,0.0007020002,0.002259568,0.001906492,0.001434843,0.02964886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375217,"about_ca_system_score_gemma":0.001364578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331142,"about_ca_topic_score_gemma":0.002543249,"domain_scores_codex":[0.9983572,0.0005407392,0.0001109374,0.0001259413,0.0007171179,0.0001479257],"domain_scores_gemma":[0.9968277,0.001474362,0.0001902207,0.0002380498,0.0008743038,0.0003953301],"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":[0.00006755525,0.00004011612,0.0001876437,0.0006545183,0.000009344999,0.0007169144,0.0007630873,0.0003839096,0.0003422726,0.1181225,0.7748383,0.103874],"study_design_scores_gemma":[0.000004048643,0.000006372435,0.00008615275,0.0001246977,0.000001817249,0.0002322675,0.0001876726,0.00003878982,0.00007926227,0.004894518,0.9943405,0.000003921535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004659213,0.03973609,0.01195809,0.02122112,0.01953102,0.0004256715,0.002597869,0.0005086213,0.8993623],"genre_scores_gemma":[0.04983242,0.04138416,0.02204104,0.01016511,0.004903685,0.0007541066,0.004606538,0.0004333894,0.8658794],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8864933,"threshold_uncertainty_score":0.3797178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005099871002037,"score_gpt":0.1988772493792725,"score_spread":0.1588262506692521,"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."}}