{"id":"W3214393538","doi":"10.15077/etr.43111","title":"Relationship between Environmental Conditions of Learning Commons and Creative Task Performance","year":2020,"lang":"en","type":"article","venue":"Educational technology research","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Task (project management); Commons; Psychology; Mathematics education; Cognitive psychology; Pedagogy; Political science; Management; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003437798,0.00007364515,0.00011764,0.0003702068,0.0004623102,0.00001181954,0.0002310392,0.0001137693,0.001232326],"category_scores_gemma":[0.001212595,0.00008014427,0.00001591272,0.0009175251,0.001642075,0.00009073403,0.0001049077,0.0007618535,0.0002763017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004145193,"about_ca_system_score_gemma":0.0001446449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001282581,"about_ca_topic_score_gemma":0.000001044263,"domain_scores_codex":[0.9988437,0.000228674,0.0001818329,0.0002922167,0.0002340599,0.000219548],"domain_scores_gemma":[0.9980481,0.001536509,0.00007036977,0.0001740056,0.00006827394,0.0001027068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008384566,0.0001299547,0.9420698,0.000007688346,0.000007943097,2.76846e-7,0.002913739,0.000001736786,0.001804297,0.05007281,0.00257575,0.0004076356],"study_design_scores_gemma":[0.0001463935,0.0002280551,0.984619,0.000007667587,0.000005842702,0.00001018057,0.007568686,0.00001356308,0.0006381801,0.003284623,0.003412396,0.00006536667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513224,0.0001164541,0.00001761449,0.04008362,0.00006003497,0.0001872797,0.00004410804,0.00003534893,0.00813312],"genre_scores_gemma":[0.9961972,0.0000129601,0.0001049894,0.00004391741,0.00007200138,0.0001071781,0.00005983823,0.000008848018,0.00339308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04678819,"threshold_uncertainty_score":0.9996807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711756994408432,"score_gpt":0.4600224159011705,"score_spread":0.2888467164603274,"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."}}