{"id":"W4406582426","doi":"10.1016/j.omag.2024.06.009","title":"10.1016/j.omag.2024.06.009","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology","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":[0.0007084564,0.001908018,0.001068494,0.002398554,0.00174466,0.004296333,0.001790558,0.00613121,0.9743249],"category_scores_gemma":[0.001555094,0.0007534831,0.0008125122,0.001661256,0.00119208,0.004090412,0.001920571,0.001445678,0.9803271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007237714,"about_ca_system_score_gemma":0.00093911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002034392,"about_ca_topic_score_gemma":0.002023894,"domain_scores_codex":[0.9996164,0.00002287033,0.00003097822,0.000134584,0.0000900997,0.0001050223],"domain_scores_gemma":[0.9989001,0.0002120604,0.0001149466,0.0001305276,0.0002140184,0.0004284907],"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":[0.0001697998,0.0002179753,0.001430043,0.0003945397,0.00002256522,0.0002377816,0.00008374744,0.0002920731,0.0009298138,0.005584257,0.39566,0.5949774],"study_design_scores_gemma":[0.00004735174,0.00006804884,0.001142068,0.0003885631,0.00002134043,0.0007901649,0.0001201489,0.0002436944,0.0003275787,0.002652974,0.9941775,0.00002058303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001299698,0.001567979,0.002174982,0.001642557,0.000897362,0.0001009071,0.002158126,0.002157396,0.988001],"genre_scores_gemma":[0.002927532,0.0006363057,0.001297905,0.0009041124,0.0001953813,0.00006575253,0.001431356,0.0003166251,0.9922251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02567512,"threshold_uncertainty_score":0.03662246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006769273186501222,"score_gpt":0.1797245682389148,"score_spread":0.1729552950524136,"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."}}