{"id":"W4206800718","doi":"10.1007/978-1-4842-7493-4_10","title":"Shape Tools, Pen Tools, and Creating Paths","year":2022,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Delta-Q Technologies (Canada)","funders":"","keywords":"Selection (genetic algorithm); Computer science; Path (computing); Engineering drawing; Tool path; Computer graphics (images); Artificial intelligence; Engineering; Programming language","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":[0.0001851104,0.0007255261,0.000225666,0.0008498192,0.001196934,0.003704925,0.000538377,0.0008845376,0.0353753],"category_scores_gemma":[0.0007786734,0.0003055074,0.0003382323,0.001079099,0.002216596,0.003912058,0.00154917,0.001721489,0.008975087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303753,"about_ca_system_score_gemma":0.001036092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356482,"about_ca_topic_score_gemma":0.004561179,"domain_scores_codex":[0.9997317,0.00005478604,0.000007380987,0.0000303285,0.0001461833,0.0000295692],"domain_scores_gemma":[0.9998636,0.00006676246,0.000006578005,0.00001690323,0.00002686844,0.00001936334],"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":[0.00002499513,0.00003531679,0.000126646,0.0003460961,0.000003833556,0.0001955423,0.003253681,0.00111243,0.001220522,0.5782856,0.1260608,0.2893346],"study_design_scores_gemma":[0.000003680979,0.00001548954,0.0001094472,0.0002065638,0.000002227102,0.000310521,0.0006385301,0.0003184687,0.000354949,0.04224887,0.9557844,0.000006805358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001841042,0.009618038,0.02922293,0.000895342,0.0007177551,0.00004772582,0.00005673482,0.0004671673,0.9571333],"genre_scores_gemma":[0.03451768,0.02067921,0.03702322,0.0006950075,0.0001631152,0.0001104743,0.0001694868,0.0005447433,0.906097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0353753,"threshold_uncertainty_score":0.1183422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05463863310482669,"score_gpt":0.2490949193657627,"score_spread":0.194456286260936,"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."}}