{"id":"W2172376784","doi":"10.1145/2817721.2835065","title":"Architecting Collaborative Learning Places","year":2015,"lang":"en","type":"article","venue":"","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Mitacs","keywords":"Computer science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009089649,0.001180437,0.0005993822,0.0017666,0.005476827,0.01014772,0.003692432,0.002869042,0.0082624],"category_scores_gemma":[0.01028685,0.0007959328,0.001258486,0.00138429,0.006141345,0.009908943,0.01460631,0.002397641,0.002547201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002368874,"about_ca_system_score_gemma":0.004659489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226785,"about_ca_topic_score_gemma":0.002673831,"domain_scores_codex":[0.9890819,0.006033098,0.0004655186,0.001401948,0.00169932,0.001318294],"domain_scores_gemma":[0.9914147,0.003486694,0.0003900412,0.002163045,0.0009489456,0.001596638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001072177,0.0003930258,0.004509858,0.0007371674,0.00006258934,0.001144301,0.04884584,0.02982624,0.006723995,0.7044551,0.01022391,0.1929708],"study_design_scores_gemma":[0.00008911399,0.0003023272,0.001360908,0.0005027592,0.00007571558,0.001025378,0.04357576,0.04780954,0.007577478,0.4162373,0.4813111,0.0001326461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05904681,0.0006600813,0.8343356,0.002630907,0.0005504157,0.0008988208,0.00008484528,0.001830659,0.09996184],"genre_scores_gemma":[0.4094791,0.000524255,0.5623083,0.0002227158,0.00009947886,0.0006732621,0.0001961988,0.0003849108,0.02611193],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01014772,"threshold_uncertainty_score":0.04807121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09166637828643076,"score_gpt":0.4252011767766415,"score_spread":0.3335347984902107,"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."}}