{"id":"W4411656120","doi":"10.51847/kam7j1kulp","title":"10.51847/KaM7J1kUlp","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Work (physics); Mathematics education; Pedagogy; Epistemology; Psychology; Philosophy; Engineering; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005243279,0.0008546843,0.0005020981,0.001818883,0.001544018,0.002987103,0.0009508572,0.002612434,0.96687],"category_scores_gemma":[0.001169628,0.0004235596,0.0004383142,0.001888585,0.001099005,0.002805855,0.00284387,0.001333597,0.9613901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007637059,"about_ca_system_score_gemma":0.0006168181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697673,"about_ca_topic_score_gemma":0.002472547,"domain_scores_codex":[0.9996676,0.00003399705,0.00002623996,0.00008898623,0.0001160898,0.00006706594],"domain_scores_gemma":[0.9992661,0.0001638844,0.00004582553,0.0001383884,0.0002185007,0.0001672728],"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":[0.0001808058,0.0001790208,0.001090446,0.0003827869,0.00001268522,0.0003660213,0.0002342188,0.0002370816,0.002845789,0.01209623,0.233513,0.7488619],"study_design_scores_gemma":[0.00002612113,0.00004115756,0.001144611,0.0002138668,0.000007696131,0.000307644,0.0002283902,0.0002591848,0.0007644021,0.002228948,0.9947646,0.0000134902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009863247,0.0002133319,0.001220937,0.0005820782,0.000270136,0.00005738838,0.0007004644,0.0008589539,0.9951103],"genre_scores_gemma":[0.00355746,0.0002020088,0.0007166967,0.0002320339,0.00003660755,0.00004359889,0.0004410314,0.0002393509,0.9945312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03313005,"threshold_uncertainty_score":0.04725593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622777776344629,"score_gpt":0.3152160652119763,"score_spread":0.2889882874485299,"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."}}