{"id":"W3178049616","doi":"10.1080/10494820.2021.1950772","title":"How collaboration influences the effect of note-taking on writing performance and recall of contents","year":2021,"lang":"en","type":"article","venue":"Interactive Learning Environments","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"CLARITY; Collaborative learning; Recall; Context (archaeology); Collaborative writing; Note-taking; Class (philosophy); Mathematics education; Psychology; Cooperative learning; Higher education; Teaching method; Computer science; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003376736,0.0004110311,0.0004202624,0.0004827597,0.0006788549,0.002644259,0.0005011812,0.0006915593,0.00410602],"category_scores_gemma":[0.04847831,0.0001851002,0.0004413013,0.0003541793,0.000669249,0.0008768088,0.001412716,0.0007394261,0.0006398406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079233,"about_ca_system_score_gemma":0.0006478711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007536494,"about_ca_topic_score_gemma":0.0008272112,"domain_scores_codex":[0.9948704,0.002605663,0.0003877949,0.0007412871,0.001005768,0.0003891573],"domain_scores_gemma":[0.931079,0.05374101,0.007255057,0.002024793,0.0016828,0.004217365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01061196,0.008728153,0.4293406,0.001047624,0.001070515,0.001682862,0.04535409,0.001900433,0.1648915,0.0006196511,0.001304562,0.3334481],"study_design_scores_gemma":[0.000301646,0.01004589,0.9571934,0.0001784737,0.000409331,0.0007713091,0.008137763,0.001742539,0.01772295,0.001052367,0.002359553,0.00008473374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976876,0.0001109997,0.0004839207,0.00005374641,0.00001303012,0.00001818399,0.00001242753,0.00001580455,0.001604267],"genre_scores_gemma":[0.9984252,0.000102867,0.0006939954,0.00002235338,0.00001184994,0.00002349324,0.0000224089,0.00001169544,0.0006859971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00410602,"threshold_uncertainty_score":0.01785809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707973583254362,"score_gpt":0.3284726857325851,"score_spread":0.3113929499000415,"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."}}