{"id":"W6995395171","doi":"","title":"Bushra Shaikh","year":2021,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Mill; Roof; Curling; Silo; Mold","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001387194,0.0004112977,0.0003888484,0.00007830837,0.002898068,0.0004597462,0.0004135966,0.0001356159,0.002652317],"category_scores_gemma":[0.00007438793,0.0003511372,0.0003372687,0.0001857434,0.001193057,0.0005526023,0.0001765562,0.0004227785,0.0002788574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789411,"about_ca_system_score_gemma":0.0006692962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002476435,"about_ca_topic_score_gemma":0.0004602555,"domain_scores_codex":[0.9974341,0.0001406277,0.0005704814,0.0006596461,0.0006814896,0.0005136268],"domain_scores_gemma":[0.9985812,0.00008523965,0.0001634269,0.0004628057,0.00046455,0.0002427576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003091126,0.000616044,0.002779475,0.0002396496,0.0007114516,0.00250762,0.02909745,0.003871831,0.02159627,0.8801001,0.05198198,0.006189068],"study_design_scores_gemma":[0.0004201599,0.00008361258,0.0009243161,0.0001042476,0.0000586157,0.0006259346,0.00601496,0.0001215356,0.00473342,0.001360826,0.9850019,0.0005505097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4924963,0.001120624,0.0001342804,0.0009957193,0.002552172,0.000217493,0.00007022676,0.0003262685,0.5020869],"genre_scores_gemma":[0.8575351,0.00001367076,0.0003951809,0.001413265,0.002715965,0.00006215859,0.00004973007,0.00003488693,0.13778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9330199,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427771194843957,"score_gpt":0.1999668496331142,"score_spread":0.1856891376846746,"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."}}