{"id":"W2485952203","doi":"10.1002/9781119197959.oth1","title":"In Conclusion: A Call to Arms","year":2012,"lang":"en","type":"other","venue":"","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Aeronautics; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007223003,0.0001840688,0.000233579,0.0002230443,0.0000143585,0.00005008195,0.0001998995,0.0001424132,0.01235037],"category_scores_gemma":[0.00002838188,0.000158806,0.00004079334,0.0002729707,0.00001533382,0.0002072293,0.0002305102,0.00008721875,0.007691528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002155609,"about_ca_system_score_gemma":0.000009271069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008416639,"about_ca_topic_score_gemma":0.002640111,"domain_scores_codex":[0.9992137,0.000001370963,0.0001391352,0.0002175884,0.0001527102,0.0002755192],"domain_scores_gemma":[0.9996548,0.000005030316,0.0001165055,0.0001946206,0.00001687197,0.00001220696],"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":[0.000004991073,0.00002114167,0.0006502313,0.00006329874,0.000002536739,0.0000210895,0.0000314219,1.024091e-7,0.000004029861,0.06261537,0.9353883,0.001197542],"study_design_scores_gemma":[0.0001927782,0.000001572467,0.001836888,0.00009845835,0.000006985619,3.482542e-7,0.00001613491,0.000003466288,0.000001057096,0.0002858358,0.9973049,0.0002516379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001398997,0.0005683302,0.0002516329,0.001027881,0.001441518,0.0002723948,0.00001027734,0.0001115287,0.9961765],"genre_scores_gemma":[0.001776274,0.00004252927,0.000206346,0.01332117,0.00526946,0.00002515055,0.00001798523,0.0002317625,0.9791093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06232953,"threshold_uncertainty_score":0.9981864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084097695313941,"score_gpt":0.2179571346547997,"score_spread":0.2071161577016603,"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."}}