{"id":"W6922004539","doi":"10.1016/s1634-6939(15)63590-6","title":"10.1016/s1634-6939(15)63590-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":[0.00008212677,0.00008023063,0.00007337448,0.00005369621,0.00005012581,0.00008099251,0.000437502,0.00002438517,0.9456668],"category_scores_gemma":[0.00001377787,0.00008199181,0.00002910085,0.0002339307,0.000006732658,0.0001407192,0.00005433138,0.00005869205,0.9818462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002654226,"about_ca_system_score_gemma":0.00003247269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006748878,"about_ca_topic_score_gemma":3.512704e-8,"domain_scores_codex":[0.9993847,0.000007409155,0.00009810297,0.0001761852,0.0001424263,0.0001911944],"domain_scores_gemma":[0.9995059,0.0000339892,0.00001003456,0.0002975714,0.00003142156,0.0001210754],"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":[0.000002794551,0.0000489375,1.062168e-7,0.000005400952,0.00001074679,0.000003536567,0.0000594025,0.03313611,0.00005121649,0.0003328475,0.2937067,0.6726422],"study_design_scores_gemma":[0.00004241847,0.00002659584,0.00005929177,0.000008030739,0.000001644141,0.000005644289,1.985454e-7,0.0267866,0.00003463945,0.00005160325,0.9728744,0.0001089149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007483087,0.00004206549,0.001918712,0.0009384723,0.000006044851,0.00005282263,0.000001052619,0.0001278707,0.9968382],"genre_scores_gemma":[0.000282081,1.593589e-7,0.01065034,0.00005464165,0.0001179052,0.000007403912,0.00000236175,0.000008640921,0.9888765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6791677,"threshold_uncertainty_score":0.3343529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005331004945031551,"score_gpt":0.1641146581330895,"score_spread":0.158783653188058,"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."}}