{"id":"W4412825332","doi":"10.1007/979-8-8688-1557-7_6","title":"Working with Drawing Aids on the Canvas","year":2025,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Delta-Q Technologies (Canada)","funders":"","keywords":"Visual arts; Art; Sociology; Aesthetics; Psychology","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":[0.000766158,0.001407194,0.0004179837,0.001850817,0.001460483,0.007536612,0.001603509,0.001684855,0.09184204],"category_scores_gemma":[0.002614531,0.0006108834,0.0008443985,0.001556789,0.001195969,0.005907993,0.003249279,0.002815699,0.03736626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005384543,"about_ca_system_score_gemma":0.0006751955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737626,"about_ca_topic_score_gemma":0.004079289,"domain_scores_codex":[0.9992614,0.0001622481,0.00002383011,0.00007714714,0.0004000248,0.00007536895],"domain_scores_gemma":[0.9993782,0.0003033028,0.00001331231,0.0001186103,0.0001332188,0.00005328481],"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":[0.00005217304,0.00009183195,0.000214185,0.0008804563,0.00002529161,0.0004696846,0.005917613,0.002138115,0.005616687,0.2147404,0.1808238,0.5890298],"study_design_scores_gemma":[0.000006056525,0.00001487088,0.00008497914,0.000201708,0.000008219069,0.000391514,0.0004554151,0.0005490186,0.001099633,0.01051032,0.9866643,0.00001400787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003497241,0.006114271,0.1381906,0.001120882,0.001180244,0.0002038876,0.0001930839,0.004539809,0.84496],"genre_scores_gemma":[0.02559602,0.008153318,0.135301,0.0009728621,0.0001645689,0.0002102427,0.0005137226,0.001872955,0.8272153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09184204,"threshold_uncertainty_score":0.3072422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06750597502988297,"score_gpt":0.2243722439293944,"score_spread":0.1568662688995114,"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."}}