{"id":"W4411957534","doi":"10.59236/td2013vol6iss31325","title":"Mixing Business with Science","year":2013,"lang":"en","type":"article","venue":"Transformative Dialogues Teaching and Learning Journal","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mixing (physics); Business; Physics","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":[0.006971338,0.0005098323,0.0003908495,0.001118578,0.006511665,0.01309767,0.0006802279,0.00291281,0.01007932],"category_scores_gemma":[0.01528352,0.0003151081,0.0004633821,0.0006260566,0.01046666,0.007836761,0.01457243,0.006736319,0.002484096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002225861,"about_ca_system_score_gemma":0.003692867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006603773,"about_ca_topic_score_gemma":0.001247003,"domain_scores_codex":[0.9880332,0.007267097,0.0002173618,0.000868451,0.002742743,0.000871338],"domain_scores_gemma":[0.9889093,0.004578624,0.0009547864,0.001127441,0.0008094802,0.003620372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001583545,0.0008742886,0.01637536,0.0005311746,0.00007189195,0.002238129,0.3087821,0.0003833449,0.01213809,0.2047152,0.07480924,0.3789228],"study_design_scores_gemma":[0.00002209787,0.0003092047,0.005826759,0.0003857598,0.0000129296,0.001340436,0.1597913,0.0003052276,0.0009045016,0.08724911,0.7438132,0.00003945421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3279384,0.006128188,0.0538222,0.2396945,0.005297314,0.0002657513,0.00003652371,0.0003787468,0.3664384],"genre_scores_gemma":[0.8948168,0.002968523,0.01486767,0.03640139,0.001782901,0.0001385891,0.00003512969,0.000169101,0.04881987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01309767,"threshold_uncertainty_score":0.03686845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006463932856363577,"score_gpt":0.1946629934602141,"score_spread":0.1881990606038505,"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."}}