{"id":"W309193324","doi":"","title":"What We Could Become","year":2007,"lang":"en","type":"article","venue":"ETC.: A Review of General Semantics","topic":"Attention Economy in Education and Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Honor; Centennial; Convention; Character (mathematics); Plot (graphics); History; Aside; Sociology; Classics; Art history; Literature; Law; Art; Computer science; Political science; Social science","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":[],"category_scores_codex":[0.000883607,0.0001792887,0.0003767965,0.0001644156,0.00008786,0.0001464526,0.0002742502,0.00006340975,0.001764852],"category_scores_gemma":[0.00008774475,0.0001578297,0.000169198,0.0005580385,0.00006283668,0.001221917,0.0001006751,0.00010743,0.0005683137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002489669,"about_ca_system_score_gemma":0.00002688006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005943542,"about_ca_topic_score_gemma":0.0000431943,"domain_scores_codex":[0.9986045,0.000007937932,0.0006678838,0.0002152833,0.0002396094,0.0002647348],"domain_scores_gemma":[0.9987454,0.00002630343,0.000511419,0.0003227928,0.0003734969,0.00002055115],"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":[0.00003541157,0.0009885833,0.02370983,0.06539547,0.0001991767,0.00002944013,0.0001479046,0.00003549704,0.0009310742,0.1243626,0.4908371,0.2933279],"study_design_scores_gemma":[0.0002031909,0.000004361856,0.008040644,0.003935717,0.00009762202,0.000005267348,0.0001830282,0.0001951351,0.00008273884,0.0006773309,0.9863323,0.0002426783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3052031,0.3284706,0.01010693,0.270078,0.02648607,0.002829002,0.000009065535,0.0004889488,0.05632833],"genre_scores_gemma":[0.3736529,0.4308974,0.005236753,0.156083,0.01254861,0.00005029916,0.0003734224,0.0001699978,0.02098753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4954952,"threshold_uncertainty_score":0.9991477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972476984563455,"score_gpt":0.305605548634116,"score_spread":0.2758807787884815,"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."}}