{"id":"W7082277241","doi":"10.14288/1.0450211","title":"Kaska Lesson 28 : The Artist : \"What\" Questions 2","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Audio visual; Language acquisition; Questions and answers","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002270718,0.0000793754,0.00008954292,0.00007619725,0.00554703,0.009097742,0.0008833274,0.0000404393,0.00004919949],"category_scores_gemma":[0.0000593164,0.00006105541,0.00004081297,0.002090996,0.00008772648,0.001233599,0.0003066127,0.0001674266,0.00002298524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006348293,"about_ca_system_score_gemma":0.0005034656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404161,"about_ca_topic_score_gemma":0.001383859,"domain_scores_codex":[0.9992678,0.0000877549,0.0001515059,0.000252152,0.00008426308,0.0001565103],"domain_scores_gemma":[0.999285,0.00008997438,0.00005104484,0.0004163836,0.0001267153,0.00003090913],"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":[0.000005103427,0.0001049538,0.0000267649,0.000008691664,0.00003910481,0.000002051314,0.0004348233,0.0001694983,0.00008253261,0.03465114,0.5583184,0.406157],"study_design_scores_gemma":[0.0005481361,0.00005183663,0.0005483312,0.0002419315,0.00004480752,0.0001571068,0.0009084742,0.03786724,0.002444762,0.129392,0.8275065,0.0002889192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00005596163,0.0003415262,0.5251898,0.01834159,0.002465826,0.0003191644,0.000002037227,0.0001600596,0.453124],"genre_scores_gemma":[0.02828203,0.0001771316,0.02494472,0.0009958141,0.00009720472,0.0003148383,0.000002255427,0.000007865693,0.9451782],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5002451,"threshold_uncertainty_score":0.9957476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136391312930487,"score_gpt":0.2746637559649232,"score_spread":0.2632998428356184,"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."}}