{"id":"W7095397054","doi":"","title":"Beyond Taxonomy","year":2021,"lang":"","type":"article","venue":"","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Taxonomy (biology); Zoom; Frame (networking); Confusion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003120037,0.0007777828,0.0008478836,0.004238622,0.005314405,0.01338114,0.001957297,0.002483182,0.02312122],"category_scores_gemma":[0.01025106,0.000397774,0.0007267649,0.005203631,0.01462453,0.02744968,0.005774927,0.003622744,0.008596618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005358554,"about_ca_system_score_gemma":0.003741041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009182151,"about_ca_topic_score_gemma":0.007798554,"domain_scores_codex":[0.9962233,0.001501807,0.0002689251,0.000909179,0.000763122,0.0003336161],"domain_scores_gemma":[0.9943651,0.001998137,0.0003772224,0.001475009,0.001190391,0.0005941932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001217445,0.000009237005,0.0006251528,0.0001171426,0.000006348554,0.00005629361,0.002808314,0.0001906542,0.00008571743,0.9528916,0.01587171,0.02732567],"study_design_scores_gemma":[0.000002927089,0.00000860646,0.000364252,0.0002427027,0.000003322769,0.000157253,0.002358851,0.0004612753,0.00004188056,0.5622779,0.434072,0.000009042705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0128864,0.04575197,0.1624089,0.02887274,0.002563571,0.0002256916,0.001934672,0.0008242468,0.7445318],"genre_scores_gemma":[0.5831565,0.05528644,0.1489209,0.01321525,0.005095027,0.0007683831,0.006865052,0.001341272,0.1853512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02312122,"threshold_uncertainty_score":0.07734817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0629086128772894,"score_gpt":0.2238774658531195,"score_spread":0.1609688529758301,"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."}}