{"id":"W4403343576","doi":"10.54094/b-95319480b8","title":"Researching the Teaching of Drawing [PDF, E-Book]","year":2022,"lang":"en","type":"book","venue":"Vernon Press eBooks","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Computer science; Psychology","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":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005659972,0.0003074885,0.0003906241,0.0001198687,0.001558988,0.0001688139,0.001097674,0.0001996873,0.002286568],"category_scores_gemma":[0.00005254959,0.00021646,0.0002475639,0.000001976201,0.0007199209,0.00009473039,0.0007696895,0.002378649,0.00003062758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033912,"about_ca_system_score_gemma":0.000137936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005978245,"about_ca_topic_score_gemma":0.0003096135,"domain_scores_codex":[0.9980816,0.0001926407,0.0003880485,0.0003646931,0.0006015109,0.0003715629],"domain_scores_gemma":[0.9986509,0.0001961778,0.0003212039,0.0007193561,0.00006765215,0.00004473084],"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":[0.000020581,0.00001466359,5.766715e-7,0.0001378195,0.000157023,0.00001790032,0.05634299,0.000002028838,0.00002832502,0.5792778,0.3562451,0.007755162],"study_design_scores_gemma":[0.0001525242,0.0000852474,5.542532e-7,0.0001956805,0.00009203152,0.000005235496,0.002519841,0.00001268328,0.00007440057,0.009183601,0.9874356,0.000242533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005690147,0.002883763,0.000005572233,0.0001032651,0.0004699309,0.0004357486,0.0001589003,0.0001895613,0.9956964],"genre_scores_gemma":[0.001846998,0.00007446743,0.00001084518,0.0002903447,0.0008684805,0.00008293751,0.00005694678,0.00007364137,0.9966953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6311905,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04666759793971762,"score_gpt":0.2629878071269806,"score_spread":0.216320209187263,"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."}}