{"id":"W4391225739","doi":"10.3991/ijet.v19i02.47219","title":"10.3991/ijet.v19i02.47219","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; The Internet; Discipline; Computer science; Engineering management; Mathematics education; Multimedia; Sociology; Engineering; World Wide Web; Psychology; Pedagogy; Social science","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":[0.0007928296,0.0008067964,0.0007021674,0.002300379,0.0008630534,0.004747989,0.001136515,0.00261871,0.8661345],"category_scores_gemma":[0.002069577,0.0003582652,0.000615816,0.003446567,0.0008454077,0.002714362,0.001926974,0.001266654,0.8141919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007013077,"about_ca_system_score_gemma":0.0008008395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705967,"about_ca_topic_score_gemma":0.001112944,"domain_scores_codex":[0.9994966,0.00009112312,0.00005086491,0.000102303,0.0001633376,0.00009578881],"domain_scores_gemma":[0.9987734,0.0004572837,0.00007657684,0.0002506076,0.0001983636,0.0002437421],"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":[0.0003416908,0.0006729286,0.003931138,0.000518845,0.00002600658,0.0002933292,0.0001261101,0.00157089,0.003493206,0.01074844,0.1567077,0.8215696],"study_design_scores_gemma":[0.0000941461,0.0002253873,0.005273853,0.0005418437,0.00003396368,0.001511362,0.0005049029,0.004445477,0.002836684,0.008971618,0.9755221,0.0000386697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007858588,0.001594657,0.009300648,0.001401981,0.001547221,0.0001223818,0.002635576,0.001877372,0.9736615],"genre_scores_gemma":[0.03390621,0.001542629,0.006773491,0.00049808,0.0003806342,0.0001134447,0.003416485,0.0008072552,0.9525618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1338655,"threshold_uncertainty_score":0.1909428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00816353445249362,"score_gpt":0.2080681403354902,"score_spread":0.1999046058829965,"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."}}