{"id":"W7133438367","doi":"","title":"Project #4: Visual Paths","year":2008,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal","keywords":"","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":[],"category_scores_codex":[0.01300258,0.0008419397,0.0006446704,0.003570212,0.005779737,0.01144797,0.00281497,0.002538298,0.3801619],"category_scores_gemma":[0.06198854,0.0005411931,0.0006044985,0.002396458,0.002633706,0.00615566,0.009418954,0.002557531,0.1023574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00374691,"about_ca_system_score_gemma":0.0235725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006661739,"about_ca_topic_score_gemma":0.009035432,"domain_scores_codex":[0.9849953,0.004230107,0.0003768984,0.001442457,0.007805631,0.001149621],"domain_scores_gemma":[0.9428911,0.003942248,0.001362603,0.005124811,0.03748791,0.00919129],"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":[0.0001821512,0.0001377944,0.0006070886,0.0006880704,0.00001254879,0.0001181866,0.002480823,0.0002557285,0.001884065,0.03527241,0.705395,0.252966],"study_design_scores_gemma":[0.00005100674,0.0000724934,0.0007957504,0.0002386377,0.00000929702,0.00008187455,0.001808861,0.0002825032,0.0008714196,0.008275821,0.9874969,0.00001541436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01144468,0.001785601,0.02755138,0.03642143,0.01929657,0.004369654,0.003272994,0.003265748,0.892592],"genre_scores_gemma":[0.05542697,0.001188719,0.01680853,0.001945283,0.001821458,0.001696902,0.002629698,0.002148765,0.9163336],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3801619,"threshold_uncertainty_score":0.8841239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670604954249331,"score_gpt":0.2603018470688222,"score_spread":0.2235957975263289,"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."}}