{"id":"W4382056372","doi":"10.1007/978-1-4842-9470-3_3","title":"Creating a QR Code Custom Stamp","year":2023,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Delta-Q Technologies (Canada)","funders":"","keywords":"Code (set theory); Adobe; Computer science; Computer graphics (images); Adobe photoshop; Operating system; Programming language; Engineering drawing; Engineering; Multimedia; Software","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001230666,0.000297477,0.000300627,0.0002113407,0.0002095485,0.0002102875,0.001768532,0.0003506233,0.00001431425],"category_scores_gemma":[0.0000204057,0.0002853274,0.0001212019,0.00003086538,0.0001339137,0.00007186487,0.001188246,0.0004137757,0.0004942952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004116014,"about_ca_system_score_gemma":0.00007282355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004362834,"about_ca_topic_score_gemma":0.00003751595,"domain_scores_codex":[0.9984359,0.000007491266,0.0002979031,0.0006551917,0.000304493,0.0002990243],"domain_scores_gemma":[0.9978561,0.0001589769,0.0001991797,0.001629913,0.00009563768,0.00006017464],"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":[6.778014e-7,0.000002718198,0.000001132027,0.0000172106,0.00002971845,0.00001826035,0.0001076527,0.000003325922,0.00008579096,0.9116021,0.001728433,0.08640298],"study_design_scores_gemma":[0.0001235649,0.00003401852,0.000008201771,0.0001618442,0.00002337539,0.00001107135,0.00001251797,0.001463079,0.001167906,0.3667451,0.6297765,0.0004727617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002181735,0.0001380521,0.05705189,0.0001744656,0.0001529036,0.0003210781,0.00003955623,0.002414891,0.9396853],"genre_scores_gemma":[0.004847837,0.0000628226,0.01520652,0.0001349105,0.00009872499,0.0001837859,0.0000112566,0.00007781486,0.9793763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6280481,"threshold_uncertainty_score":0.9999599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04424813683491557,"score_gpt":0.2533426725636345,"score_spread":0.2090945357287189,"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."}}