{"id":"W4210275810","doi":"10.1111/j.1741-2005.2007.oehold999.x","title":"10.1111/j.1741-2005.2007.OEhold999.x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.0003782255,0.00008907311,0.0001273347,0.00009257926,0.0003149272,0.00004058126,0.0006933697,0.0001397341,0.9953674],"category_scores_gemma":[0.0001415719,0.00009483697,0.00004563352,0.0002768881,0.00020459,0.00008750673,0.00006103709,0.0001389306,0.9744972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006488922,"about_ca_system_score_gemma":0.00007764249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000464297,"about_ca_topic_score_gemma":0.00003074633,"domain_scores_codex":[0.9989765,0.0001274935,0.0001557152,0.0001731625,0.0002110374,0.0003561376],"domain_scores_gemma":[0.9991371,0.0001027429,0.00003093917,0.0004974698,0.00004360882,0.0001881307],"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":[0.00001117684,0.00004895269,0.000001219362,5.484044e-7,0.000005807002,0.000001143707,0.0002181607,0.000002899927,0.00001619858,0.0002090546,0.2411322,0.7583526],"study_design_scores_gemma":[0.0001394886,0.00002357154,0.00003434757,0.000005192872,0.000004914248,7.322037e-7,0.00001961382,0.00005584795,0.00002125258,0.00005172542,0.999522,0.000121289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007440312,0.00008943556,6.614981e-7,0.00669258,0.000007793079,0.000201488,0.000004984776,0.0004239581,0.9918351],"genre_scores_gemma":[0.001955982,0.0000109112,0.000468154,0.0002435307,0.0001390355,0.00002792578,0.000008316042,0.00001251726,0.9971336],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7583898,"threshold_uncertainty_score":0.3867339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616441922820067,"score_gpt":0.2552564659812332,"score_spread":0.2390920467530325,"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."}}