{"id":"W4411656579","doi":"10.51847/1gcne7utxu","title":"10.51847/1GcnE7uTxU","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sales force; Marketing; Business; Advertising","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006505644,0.001262234,0.0007051724,0.001875757,0.001386992,0.002970178,0.001044917,0.003136259,0.9615243],"category_scores_gemma":[0.001507626,0.0003384694,0.0004642489,0.00196384,0.0006996162,0.002117463,0.00195109,0.001008651,0.9547771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008780119,"about_ca_system_score_gemma":0.0005383706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002537852,"about_ca_topic_score_gemma":0.002462865,"domain_scores_codex":[0.9995535,0.00006152258,0.00003274595,0.0001465042,0.0001089892,0.00009662628],"domain_scores_gemma":[0.9988461,0.0003280582,0.00005773185,0.0001628505,0.0003438397,0.0002613546],"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":[0.0003206371,0.000303222,0.002281613,0.0004917572,0.00002022868,0.00053526,0.0001931611,0.000441344,0.004784815,0.005928072,0.2178914,0.7668084],"study_design_scores_gemma":[0.00004705897,0.00007846458,0.001571208,0.0002686168,0.00001688491,0.0005280339,0.0002333903,0.0007979411,0.001281522,0.0009805834,0.9941735,0.00002295266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003471738,0.0006980341,0.003184265,0.0008670075,0.0006948189,0.0001555776,0.001083869,0.001597091,0.9882477],"genre_scores_gemma":[0.005880676,0.0002975979,0.001567186,0.0003589131,0.00007162056,0.00007248153,0.0008130101,0.0002747844,0.9906636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03847569,"threshold_uncertainty_score":0.05488092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007831474643937178,"score_gpt":0.2190480419697846,"score_spread":0.2112165673258474,"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."}}