{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006385479,0.0002321386,0.0003321971,0.0005447457,0.0004562959,0.001477329,0.0003045192,0.0004828875,0.00539285],"category_scores_gemma":[0.006705677,0.0002105935,0.0001909202,0.0003976382,0.0007960697,0.0005616934,0.001243647,0.0005799419,0.0003268493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003173629,"about_ca_system_score_gemma":0.00048464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178271,"about_ca_topic_score_gemma":0.00270677,"domain_scores_codex":[0.9994408,0.0001366531,0.00005537773,0.0001141963,0.00008046432,0.0001724653],"domain_scores_gemma":[0.9862634,0.009563911,0.001659223,0.0004973023,0.0004927417,0.001523511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03055697,0.006056007,0.7172064,0.0002717812,0.0003500353,0.001057853,0.002897781,0.001971347,0.2228042,0.001250925,0.0003659554,0.01521073],"study_design_scores_gemma":[0.00005336311,0.0008859778,0.9902446,0.00001196129,0.00003949396,0.0001476697,0.0009669296,0.0006087677,0.006253777,0.0005185366,0.0002458234,0.0000230564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989961,0.00002644699,0.0001240407,0.00001220058,0.000004294463,0.000004634569,0.00006499908,0.000004507972,0.0007629382],"genre_scores_gemma":[0.9993585,0.00001819692,0.0001021704,0.000008767517,0.000006000062,0.00001141463,0.00007283665,0.00001181367,0.0004103559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00539285,"threshold_uncertainty_score":0.0180409,"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."}}