{"id":"W4391225743","doi":"10.3991/ijet.v19i02.47223","title":"10.3991/ijet.v19i02.47223","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Training (meteorology); Resource (disambiguation); Data science; Knowledge management; Data mining; Computer network","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":[0.0006542219,0.0009058693,0.0008675646,0.002906155,0.0008242276,0.00423595,0.00128749,0.002479612,0.8372127],"category_scores_gemma":[0.001819618,0.0004328392,0.0007519037,0.004581159,0.0006901241,0.002366646,0.001344236,0.001360756,0.8289603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006245694,"about_ca_system_score_gemma":0.0006808955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032787,"about_ca_topic_score_gemma":0.001336192,"domain_scores_codex":[0.9995402,0.00007098426,0.00004385639,0.00009346978,0.0001509463,0.0001005868],"domain_scores_gemma":[0.9990964,0.000347834,0.00004853434,0.0002055862,0.0001529163,0.0001486629],"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":[0.0003457474,0.0005354598,0.002723056,0.0005014807,0.00003694171,0.0003205032,0.00006450008,0.002940502,0.003448446,0.007592908,0.2553442,0.7261463],"study_design_scores_gemma":[0.00009659457,0.0001628336,0.002908311,0.0004175385,0.0000394378,0.001223212,0.0002448012,0.01010535,0.00292194,0.007827512,0.9740141,0.00003832857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00861378,0.002521067,0.0184897,0.001862382,0.002686434,0.0001807966,0.006454729,0.003953546,0.9552376],"genre_scores_gemma":[0.02938372,0.002286304,0.01114094,0.0006518054,0.0006179638,0.0001414422,0.00853109,0.001005237,0.9462416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1627873,"threshold_uncertainty_score":0.2321963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004644442860559267,"score_gpt":0.1907284691553693,"score_spread":0.1860840262948101,"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."}}