{"id":"W4254575898","doi":"10.1111/j.1748-121x.2007.oehold999.x","title":"10.1111/j.1748-121X.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":"Engineering","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":[0.0003555821,0.00008814914,0.0001281859,0.00008905902,0.0003208988,0.00004072742,0.0006931009,0.0001372898,0.9950689],"category_scores_gemma":[0.0001656307,0.00009380002,0.00004594292,0.0003423756,0.0002084093,0.00008688252,0.00006622807,0.0001374752,0.972153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005448011,"about_ca_system_score_gemma":0.00006740035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005314739,"about_ca_topic_score_gemma":0.0000192387,"domain_scores_codex":[0.9990192,0.0001286635,0.0001553111,0.0001764647,0.0002112319,0.0003091109],"domain_scores_gemma":[0.9991279,0.0001085335,0.00003116905,0.0005134841,0.00005241964,0.0001664421],"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":[0.00001169902,0.00004949832,0.000001578096,7.374715e-7,0.000006123912,0.000001368532,0.0002942509,0.000002604585,0.00001535701,0.000271401,0.1861525,0.8131928],"study_design_scores_gemma":[0.0001365311,0.00002943055,0.00005067704,0.000004909843,0.000004923282,8.236941e-7,0.00002185226,0.00005506942,0.00001879458,0.00007667545,0.9994803,0.0001200202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009271727,0.00007617462,7.798942e-7,0.005498863,0.00000721682,0.0002029613,0.000004489389,0.0004221289,0.9928602],"genre_scores_gemma":[0.003301091,0.000008664712,0.0004649491,0.0002387281,0.0001208075,0.00002866498,0.000008073854,0.00001238523,0.9958166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8133277,"threshold_uncertainty_score":0.3825054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658527053868842,"score_gpt":0.2558263780056051,"score_spread":0.2392411074669167,"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."}}