{"id":"W1973011444","doi":"10.1016/j.chb.2015.01.050","title":"Scripting and awareness tools for regulating collaborative learning: Changing the landscape of support in CSCL","year":2015,"lang":"en","type":"article","venue":"Computers in Human Behavior","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":229,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer-supported collaborative learning; Scripting language; Collaborative learning; Computer science; Knowledge management; Collaborative software; Collaboration; Human–computer interaction","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":[0.003796778,0.0002995209,0.0001851918,0.0006365397,0.0004801988,0.002263368,0.0009962688,0.0006872385,0.002000418],"category_scores_gemma":[0.02726924,0.0002126626,0.0001828705,0.0002860588,0.00145145,0.002556018,0.001403824,0.0009685949,0.000420562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003562611,"about_ca_system_score_gemma":0.0009490792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003837404,"about_ca_topic_score_gemma":0.0004458157,"domain_scores_codex":[0.9973791,0.001647519,0.0001640284,0.0002488141,0.0004649999,0.00009555599],"domain_scores_gemma":[0.9772711,0.014888,0.001773254,0.003494521,0.001360026,0.001213109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000741173,0.001905187,0.01822946,0.0006890594,0.00007010197,0.0002003335,0.02377762,0.0033014,0.08291791,0.06722995,0.003729954,0.7972078],"study_design_scores_gemma":[0.0009347902,0.008142969,0.1134955,0.002101157,0.001046244,0.002188216,0.01759892,0.2148803,0.2113957,0.3004889,0.1270175,0.0007099287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5563176,0.0008066833,0.4082661,0.002376189,0.0002184254,0.0004006097,0.00006983669,0.003280837,0.02826367],"genre_scores_gemma":[0.9156544,0.0001576298,0.08162631,0.0002170681,0.00005617089,0.0002380373,0.00003509028,0.0001890807,0.001826182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003796778,"threshold_uncertainty_score":0.02007949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480092812564335,"score_gpt":0.4258519439523221,"score_spread":0.2778426626958886,"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."}}