{"id":"W4321448292","doi":"10.21428/f1f23564.244a4759","title":"DHSI 2021 Conference & Colloquium Special Issue of IDEAH: Introduction","year":2022,"lang":"en","type":"article","venue":"IDEAH","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kwantlen Polytechnic University; University of Victoria","funders":"","keywords":"Library science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002593111,0.001285921,0.001097147,0.003335525,0.002386725,0.008645196,0.001607672,0.002639518,0.4799476],"category_scores_gemma":[0.003082382,0.0004965407,0.0007526908,0.002722667,0.00109174,0.003515991,0.004342326,0.003404452,0.2065102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002869926,"about_ca_system_score_gemma":0.004944025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561153,"about_ca_topic_score_gemma":0.01153894,"domain_scores_codex":[0.9983735,0.0001826293,0.00008062705,0.0001960616,0.0008593295,0.0003079154],"domain_scores_gemma":[0.9954461,0.0003579186,0.000155874,0.0003143299,0.002166871,0.001558974],"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":[0.00002656643,0.00002367722,0.00005221998,0.0001393836,0.00000170521,0.00001777707,0.00002212589,0.00003739343,0.0001816921,0.001425511,0.976634,0.02143798],"study_design_scores_gemma":[0.000004033129,0.00001562442,0.0003017225,0.00006286796,0.000001037967,0.00001666773,0.00005468808,0.00002679541,0.00009526735,0.0004083738,0.9990087,0.000004117499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001686108,0.01991822,0.002488697,0.02864457,0.3615313,0.0004891441,0.006034897,0.001116976,0.5780902],"genre_scores_gemma":[0.003968686,0.00464194,0.001014136,0.001906432,0.02224317,0.0001204647,0.002999745,0.0006030987,0.9625023],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4799476,"threshold_uncertainty_score":0.7417916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03583062351804129,"score_gpt":0.2368921878578387,"score_spread":0.2010615643397974,"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."}}