{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854899,0.0003139539,0.0002419826,0.001535323,0.007928845,0.002650444,0.0006964122,0.0008551002,0.01958651],"category_scores_gemma":[0.003346854,0.0002989016,0.0001753337,0.001307041,0.003570027,0.0009320146,0.003501081,0.001681696,0.001765849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00489464,"about_ca_system_score_gemma":0.004915679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07573749,"about_ca_topic_score_gemma":0.3593705,"domain_scores_codex":[0.999139,0.0003473231,0.0000182383,0.0001044434,0.0002029292,0.000188118],"domain_scores_gemma":[0.9986562,0.0003503857,0.00005065722,0.0001700314,0.0003818065,0.0003909154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003572646,0.0003800812,0.01008144,0.000290742,0.000006935488,0.001654571,0.6788038,0.0001769635,0.009945358,0.02886572,0.1387802,0.1306569],"study_design_scores_gemma":[0.00002230593,0.0002067478,0.02665309,0.0003481562,0.000005249162,0.0002692033,0.2749693,0.0001139756,0.002604355,0.001858043,0.6929203,0.00002930144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7041987,0.0005932676,0.005763548,0.004393888,0.0007535836,0.001300025,0.001812634,0.0002045177,0.2809798],"genre_scores_gemma":[0.8115408,0.0004696561,0.006007078,0.001084202,0.0001989177,0.0006792209,0.001216368,0.0003751192,0.1784286],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07573749,"threshold_uncertainty_score":0.1505933,"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."}}