{"id":"W4229780021","doi":"10.1111/j.1601-5215.2007.oehold999.x","title":"10.1111/j.1601-5215.2007.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":"Computer 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":[0.0003453818,0.00008814402,0.0001276414,0.00008831642,0.0003173436,0.00004008048,0.0007043434,0.0001379543,0.9951859],"category_scores_gemma":[0.0001772349,0.00009362617,0.00004501658,0.0003487667,0.0002076557,0.00008687971,0.00006453524,0.0001385265,0.9744059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005456281,"about_ca_system_score_gemma":0.00006869904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005002573,"about_ca_topic_score_gemma":0.00001832385,"domain_scores_codex":[0.9990302,0.0001228855,0.0001543782,0.0001735107,0.0002108818,0.0003081699],"domain_scores_gemma":[0.9991403,0.0001116296,0.00003099576,0.0004965637,0.00005429537,0.0001662407],"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":[0.00001212343,0.00004776076,0.000001764563,7.530805e-7,0.000006302488,0.000001240335,0.0003011161,0.000002627052,0.00001601631,0.0002628566,0.1823112,0.8170362],"study_design_scores_gemma":[0.0001363723,0.00002957185,0.00005443935,0.000004860351,0.00000516887,7.887706e-7,0.00002224588,0.00005506976,0.00001862985,0.00007428932,0.9994787,0.000119844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009692311,0.00007906498,8.259327e-7,0.00511471,0.000006760581,0.0001972268,0.00000463599,0.000434297,0.9931933],"genre_scores_gemma":[0.003264689,0.000008370464,0.000471633,0.0002491686,0.0001164883,0.00002817301,0.000008061479,0.0000124089,0.995841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8171675,"threshold_uncertainty_score":0.3817964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655088794059363,"score_gpt":0.2557320208386187,"score_spread":0.2391811328980251,"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."}}