{"id":"W2923776614","doi":"10.32370/ia_2019_01_18","title":"Printed Graphics in the Educational Process of Training the Artist Pedagogue","year":2019,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graphics; Process (computing); Computer science; Mathematics education; Creativity; Restructuring; Comprehension; Multimedia; Creative brief; Pedagogy; Psychology; Political science; Computer graphics (images)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315545,0.00009162294,0.00009844846,0.0002094127,0.00007349921,0.00003758437,0.001654382,0.00002489941,0.00004601606],"category_scores_gemma":[0.001428343,0.0000527319,0.00003690314,0.001145956,0.0002962602,0.0001150459,0.0001444408,0.0003600382,0.00005046458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726882,"about_ca_system_score_gemma":0.0003993046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002397369,"about_ca_topic_score_gemma":0.00003375773,"domain_scores_codex":[0.9990137,0.0001057596,0.0002292985,0.0002085171,0.0002699632,0.0001728178],"domain_scores_gemma":[0.9964413,0.002920246,0.0000990601,0.0003821203,0.0001480131,0.00000925181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007451126,0.00008874554,0.001424961,0.00001097877,0.0000119614,3.14275e-7,0.181629,0.00004942061,0.0004138059,0.8119481,0.0009385518,0.003476687],"study_design_scores_gemma":[0.0001890529,0.000220502,0.0634087,0.00009446857,0.00000313563,0.00005479374,0.03639093,0.009849208,0.005602791,0.8801273,0.003840614,0.0002185708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232138,0.0000390137,0.04179733,0.01964455,0.0003046151,0.0004836955,0.000005970353,0.00004715388,0.01446381],"genre_scores_gemma":[0.9967923,0.000003620074,0.002504062,0.0004751688,0.00003355328,0.00006365138,0.000005014338,0.000004186253,0.0001184982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452381,"threshold_uncertainty_score":0.3074282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540204920228168,"score_gpt":0.3198193131626046,"score_spread":0.274417263960323,"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."}}