{"id":"W4390335442","doi":"10.3917/lsie.heugu.2021.01.0180","title":"10.3917/lsie.heugu.2021.01.0180","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fin; Art; Materials science; Composite material","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":[0.000713131,0.001033919,0.0006356876,0.001622395,0.001642906,0.003249696,0.0008087692,0.002482719,0.9696918],"category_scores_gemma":[0.00108581,0.0005469455,0.000535023,0.0009866758,0.0008431427,0.002683769,0.001992879,0.001146583,0.9755872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292,"about_ca_system_score_gemma":0.001043694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004085133,"about_ca_topic_score_gemma":0.005238479,"domain_scores_codex":[0.9997126,0.00002574167,0.00001981453,0.00007679959,0.00009168471,0.00007332581],"domain_scores_gemma":[0.998786,0.0001808474,0.0000487615,0.0001497635,0.0003756477,0.0004588661],"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":[0.0001619035,0.0001827122,0.0009514717,0.0002427775,0.000009577991,0.0001314697,0.000114365,0.000167828,0.002010968,0.007724784,0.467625,0.5206771],"study_design_scores_gemma":[0.0000197217,0.00004204837,0.0007928946,0.0001469135,0.000007741091,0.0002096544,0.00009954506,0.0002023441,0.0005785993,0.001013703,0.996873,0.00001385901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005351202,0.0001663616,0.0007582322,0.0004305174,0.0003532522,0.00004170396,0.0004729249,0.001227033,0.9960148],"genre_scores_gemma":[0.001162909,0.00007831024,0.0002235929,0.0002042705,0.00003897616,0.00001433407,0.0002579642,0.0001707952,0.9978489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03030819,"threshold_uncertainty_score":0.04323095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020300883495245,"score_gpt":0.2131696204565515,"score_spread":0.2029666116215991,"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."}}