{"id":"W3039836107","doi":"10.22329/jtl.v14i2.6321","title":"Framing the Watercolour and Gouache Study Collection from VSAR-1060: Studio Practice and Ideas/Image","year":2020,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Windsor; Studio; Framing (construction); Visual arts; The arts; Mathematics education; Sociology; Art; Psychology; Engineering; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00122367,0.0001107767,0.0002060143,0.00003825036,0.001873303,0.0003714038,0.00007847448,0.00004723762,0.00002296972],"category_scores_gemma":[0.001131447,0.00006588321,0.00002978369,0.0000166535,0.0001094209,0.0004071203,0.00007949291,0.001902099,0.000001198437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001245131,"about_ca_system_score_gemma":0.00001132751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004018559,"about_ca_topic_score_gemma":0.0001615569,"domain_scores_codex":[0.9988174,0.000567853,0.0002249422,0.0001334984,0.0001436401,0.0001126808],"domain_scores_gemma":[0.9991892,0.0003602791,0.0002756997,0.00004563708,0.00007149073,0.00005766681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000155122,0.0001182571,0.01128235,0.0000219748,0.0003979986,0.00008063424,0.9669707,0.00002312468,0.000982604,0.0006164989,0.003700797,0.01564998],"study_design_scores_gemma":[0.0007863473,0.001099033,0.006330119,0.00005045851,0.0003087489,0.0001176731,0.746165,0.0004150735,0.00001010166,0.0002736807,0.2443145,0.0001292445],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987191,0.002234195,0.0001376097,0.008400409,0.00009916076,0.00009664087,9.806549e-7,0.00003595442,0.001804102],"genre_scores_gemma":[0.9977401,0.0001423245,0.0004664682,0.0004499213,0.0006024403,0.000001432907,5.498721e-7,0.00001101787,0.0005857811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2406137,"threshold_uncertainty_score":0.9994261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227433160696623,"score_gpt":0.2623213533447258,"score_spread":0.2400470217377596,"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."}}