{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002621282,0.0001292247,0.000148423,0.0001034424,0.0001466668,0.000323005,0.0007512504,0.00004071552,0.9541188],"category_scores_gemma":[0.00004120868,0.00012181,0.00004795395,0.000348094,0.00001803485,0.0006749212,0.0001349908,0.00008916741,0.9842472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000241843,"about_ca_system_score_gemma":0.00004692755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002414131,"about_ca_topic_score_gemma":1.400162e-8,"domain_scores_codex":[0.9989508,0.00001935665,0.0003118007,0.0001984704,0.000254552,0.000264957],"domain_scores_gemma":[0.9992458,0.00004441022,0.00007768021,0.0004263662,0.00007675892,0.0001290496],"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":[0.000001601789,0.0000216953,2.71689e-8,0.00002135468,0.000004221897,0.00000114277,0.0003260787,0.0002796497,0.000002787862,0.0001011366,0.2564681,0.7427723],"study_design_scores_gemma":[0.00009303362,0.00003404729,0.000003149708,0.00003030479,0.000002212031,0.00001386172,0.00000127558,0.1349612,0.00006628986,0.0002910279,0.8643571,0.0001464709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007231338,0.00002553768,0.009716175,0.0002754981,0.000004977457,0.0001016135,8.944406e-7,0.0003374438,0.9894655],"genre_scores_gemma":[0.0001025602,1.111618e-7,0.01406179,0.0001932495,0.00008240825,0.000003049326,0.000002092773,0.000008712282,0.985546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7426258,"threshold_uncertainty_score":0.4967268,"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."}}