{"id":"W4390358395","doi":"10.3917/dm.107.0165","title":"10.3917/dm.107.0165","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Marketing; Service (business); Business","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":[0.0001731099,0.0001082492,0.00009910037,0.0001294393,0.00009569371,0.0001519262,0.000179704,0.00003717005,0.9879054],"category_scores_gemma":[0.00002302508,0.0001057483,0.00002763011,0.0006307578,0.000008296156,0.0005709883,0.00004287182,0.00005690823,0.9904758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007254,"about_ca_system_score_gemma":0.000006614961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306648,"about_ca_topic_score_gemma":3.820996e-7,"domain_scores_codex":[0.9993074,0.000003511774,0.0001523882,0.0001980841,0.0001446783,0.000193941],"domain_scores_gemma":[0.9995885,0.000009194116,0.00004195333,0.0002431374,0.0001088986,0.000008356555],"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":[0.00005011902,0.00003394718,0.000004954637,0.00002801274,0.000008881377,0.000002170679,0.000005629914,0.00005286351,0.0001416659,0.0000858508,0.3501811,0.6494048],"study_design_scores_gemma":[0.0001382963,0.000008245915,0.0003575129,0.00001345277,0.0000145576,7.709889e-7,0.000001865107,0.0002407306,0.00003586279,0.0001364933,0.9988998,0.0001524224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01225489,0.00002130771,6.363658e-7,0.005479357,0.00001134687,0.000146366,0.000001103378,0.0001926748,0.9818923],"genre_scores_gemma":[0.001703955,1.412044e-7,0.00003825671,0.005478594,0.00169667,0.00001136693,0.00005660384,0.00002226242,0.9909921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6492524,"threshold_uncertainty_score":0.4312292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008521627475618642,"score_gpt":0.1683604821958077,"score_spread":0.1598388547201891,"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."}}