{"id":"W2328309974","doi":"10.1177/0886109913495730","title":"“Bursting Bubbles”","year":2013,"lang":"en","type":"article","venue":"Affilia","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sociology; Perspective (graphical); Critical reflection; Reflection (computer programming); Social work; Work (physics); Epistemology; Pedagogy; Political science; Law; Philosophy; Art; Engineering; Visual arts","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":[0.002825187,0.0007520592,0.0005786755,0.001440743,0.007259265,0.01027713,0.001351569,0.003772005,0.03011613],"category_scores_gemma":[0.01643807,0.0004108822,0.000673635,0.001623237,0.00751409,0.01231694,0.00634216,0.01084697,0.006444154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002463334,"about_ca_system_score_gemma":0.002362784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303603,"about_ca_topic_score_gemma":0.01095226,"domain_scores_codex":[0.9974578,0.000837256,0.00007056708,0.0003639673,0.0008589873,0.0004115107],"domain_scores_gemma":[0.9930906,0.003806594,0.0005714862,0.0004909424,0.001113252,0.0009270486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004863966,0.00002132211,0.0005405371,0.0001644978,0.00001213177,0.0002977952,0.01532495,0.00007684159,0.0004393174,0.2092566,0.7352009,0.03861643],"study_design_scores_gemma":[0.000003352176,0.00001228083,0.0002292301,0.0001191148,0.000003153156,0.0001182526,0.007040573,0.00007102031,0.0001409974,0.01671515,0.9755363,0.00001066012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01293808,0.02425384,0.01202712,0.6162752,0.09763163,0.00009866661,0.0003898198,0.0009151808,0.2354705],"genre_scores_gemma":[0.1887292,0.01795266,0.00570682,0.2930254,0.06010586,0.0002503041,0.0004300138,0.002117442,0.4316823],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03011613,"threshold_uncertainty_score":0.1007485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353269630184483,"score_gpt":0.3575695318712537,"score_spread":0.3240368355694088,"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."}}