{"id":"W4411618161","doi":"10.51847/q78msg1oiv","title":"10.51847/Q78Msg1OIV","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; State (computer science); Government (linguistics); Business; Local government area; Marketing; Local government; Computer science; World Wide Web; Political science; Public administration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00009979847,0.000117968,0.0001109476,0.0001223699,0.0001107295,0.0002712191,0.0001626367,0.00004346974,0.9888815],"category_scores_gemma":[0.00001638847,0.0001114851,0.000031287,0.0006970479,0.00001700459,0.0008164989,0.000041754,0.00005295308,0.9772409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001147684,"about_ca_system_score_gemma":0.000008595291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001280537,"about_ca_topic_score_gemma":3.690634e-7,"domain_scores_codex":[0.9993111,0.00000202248,0.0001632378,0.0001744512,0.0001379522,0.0002112701],"domain_scores_gemma":[0.9996381,0.000005756935,0.00004463321,0.0001824028,0.0001207855,0.000008325719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004419329,0.00003176482,0.00000199486,0.0000220452,0.000006322978,0.000002345664,0.000001329316,0.0001346623,0.00007418574,0.0004746658,0.1033852,0.8958213],"study_design_scores_gemma":[0.0001574253,0.000007593603,0.0005966446,0.00001427752,0.00001018937,8.351614e-7,0.000001515121,0.001081791,0.00000276979,0.00005489895,0.9979123,0.0001597846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005433562,0.00001139182,0.000002775773,0.001351197,0.000008964577,0.000124642,0.000001168157,0.0001810162,0.9928853],"genre_scores_gemma":[0.006080053,1.627538e-7,0.00003754186,0.0008932665,0.001013866,0.00001239968,0.00004447499,0.00002194487,0.9918963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8956615,"threshold_uncertainty_score":0.4546232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009731133341599033,"score_gpt":0.1706240036142938,"score_spread":0.1608928702726948,"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."}}