{"id":"W4391786875","doi":"10.1099/acmi.0.000791.v1.2","title":"iThenticate Report for version 1","year":2024,"lang":"en","type":"report","venue":"","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007701942,0.00181668,0.001858996,0.008358344,0.002064409,0.007963068,0.00307462,0.001964028,0.7713966],"category_scores_gemma":[0.04236912,0.001366439,0.00186844,0.009159928,0.0009533456,0.004403538,0.003652504,0.00233939,0.822309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668365,"about_ca_system_score_gemma":0.005461989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00980992,"about_ca_topic_score_gemma":0.01031635,"domain_scores_codex":[0.9931576,0.0008030988,0.0006108342,0.001066122,0.003756247,0.0006061585],"domain_scores_gemma":[0.9670737,0.004224292,0.001227736,0.01149375,0.01430393,0.001676637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009174401,0.00004115261,0.0002728641,0.0001398546,0.0000111261,0.00001446497,0.00002771881,0.0000638252,0.0003912774,0.0009643464,0.9784942,0.01948745],"study_design_scores_gemma":[0.00007480308,0.00004745142,0.001757748,0.0001393886,0.00001984458,0.00005145653,0.00005388228,0.0002146729,0.00106911,0.001511891,0.9950322,0.00002759928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001307399,0.0004556049,0.01629096,0.003932712,0.006384088,0.001858848,0.6018335,0.02908624,0.3388507],"genre_scores_gemma":[0.004366863,0.0007069209,0.01185061,0.0008502967,0.0008669003,0.002192189,0.4481416,0.01541416,0.5156104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2286034,"threshold_uncertainty_score":0.3260749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04845229016284944,"score_gpt":0.336868709793993,"score_spread":0.2884164196311435,"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."}}