{"id":"W4390338278","doi":"10.3917/dm.110.0157","title":"10.3917/dm.110.0157","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":false,"ca_institutions":"","funders":"","keywords":"Marketing; Business; Decision maker; Economics; Management science","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":[0.0001169024,0.0001383129,0.0001305031,0.0001376218,0.0001249262,0.0003186359,0.0001853869,0.00005066648,0.9837538],"category_scores_gemma":[0.00002060711,0.000130936,0.00003662228,0.0007693573,0.00002032514,0.0009321987,0.00005116369,0.00006457077,0.9633826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001480852,"about_ca_system_score_gemma":0.00001122956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001614988,"about_ca_topic_score_gemma":4.45523e-7,"domain_scores_codex":[0.9991983,0.000002697315,0.0001900514,0.0002003364,0.0001622489,0.0002463394],"domain_scores_gemma":[0.9995723,0.000007231762,0.00005538944,0.0002083533,0.0001463456,0.00001040699],"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":[0.00005719258,0.00004374978,0.00000345476,0.00003047584,0.000008982719,0.000003633636,0.000001904754,0.0001862052,0.00009788415,0.0004460663,0.3950824,0.604038],"study_design_scores_gemma":[0.0001875317,0.00001030566,0.0005949095,0.00001828732,0.00001261759,0.000001009127,0.000002390959,0.001404195,0.000006656143,0.0001242425,0.997452,0.0001858988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005695449,0.00001557571,0.000004564547,0.001492511,0.00001249069,0.0001509318,0.000001604442,0.0002022223,0.9924247],"genre_scores_gemma":[0.009322038,2.680035e-7,0.00004286036,0.0009112351,0.001151827,0.00001501067,0.00005290336,0.00002629271,0.9884776],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6038521,"threshold_uncertainty_score":0.5339413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00891259595185304,"score_gpt":0.1648461922733546,"score_spread":0.1559335963215016,"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."}}