{"id":"W3012125562","doi":"10.5220/0008984500600068","title":"Computation of the φ-Descriptor in the Case of 2D Vector Objects","year":2020,"lang":"en","type":"article","venue":"","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Computation; Computer science; Vector (molecular biology); Artificial intelligence; Theoretical computer science; Algorithm","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":[0.000432849,0.000333214,0.0007382492,0.001223357,0.0003536899,0.001611976,0.0009875718,0.000726581,0.004913144],"category_scores_gemma":[0.002407714,0.0002741542,0.0004699404,0.001581448,0.0004813253,0.001679668,0.0009898442,0.0005238308,0.001960342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458457,"about_ca_system_score_gemma":0.0008304089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003268398,"about_ca_topic_score_gemma":0.003751224,"domain_scores_codex":[0.9996812,0.00003331528,0.000022847,0.00006188489,0.0001481087,0.0000525773],"domain_scores_gemma":[0.999621,0.00008162169,0.00003314927,0.00010118,0.0001301796,0.00003293352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004063172,0.0001000685,0.002491884,0.0004363851,0.00006231617,0.0004941752,0.0001343787,0.06705304,0.08651018,0.08210742,0.01213859,0.7480652],"study_design_scores_gemma":[0.00002912483,0.0001099792,0.002441175,0.00003558067,0.00002468565,0.0006491969,0.0001603411,0.9171631,0.03210723,0.03807327,0.009163398,0.0000428873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02364966,0.0003826052,0.9726864,0.0001858385,0.0001212241,0.00004495817,0.0002154998,0.0006221479,0.002091582],"genre_scores_gemma":[0.3962025,0.0009324282,0.5948597,0.0001304437,0.0001336393,0.0000923571,0.001170936,0.0002402532,0.00623781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004913144,"threshold_uncertainty_score":0.0164361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695082953620847,"score_gpt":0.2651428500372047,"score_spread":0.2281920205009962,"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."}}