{"id":"W7062177958","doi":"","title":"Studio collective: expression, collaboration and community through music and interiors","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Space (punctuation); Practicum; Design studio; Interior design; Social space; Architecture; Music technology; Virtual space; Interaction design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002247879,0.000420455,0.0002677832,0.0008427651,0.00552037,0.007716894,0.001037621,0.0007931779,0.00742645],"category_scores_gemma":[0.001537695,0.000255831,0.0003264834,0.0006498153,0.01075285,0.003345105,0.008365666,0.0009505489,0.0005756883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243517,"about_ca_system_score_gemma":0.004103328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007463667,"about_ca_topic_score_gemma":0.01869258,"domain_scores_codex":[0.9986647,0.0007153266,0.00002431184,0.0001269502,0.0002863221,0.0001824212],"domain_scores_gemma":[0.9993456,0.0001608115,0.0000481535,0.0000950031,0.00008865073,0.0002618091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002029107,0.0001929822,0.005510369,0.0005424364,0.00003423607,0.001339037,0.3205348,0.003753562,0.01224887,0.4717267,0.01761928,0.1662949],"study_design_scores_gemma":[0.00009974906,0.0003362124,0.00640018,0.0005439488,0.00006076686,0.001310537,0.2158771,0.005791467,0.003931143,0.0708942,0.694684,0.00007073753],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3802234,0.002098624,0.1329249,0.005640496,0.0004645907,0.000310232,0.00008182006,0.0007080912,0.4775478],"genre_scores_gemma":[0.9090673,0.0006393638,0.02899665,0.0002368915,0.00005323062,0.0001513524,0.00004102847,0.0001450502,0.06066916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007716894,"threshold_uncertainty_score":0.02484393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115225643920888,"score_gpt":0.2122204131810831,"score_spread":0.2010681567418742,"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."}}