{"id":"W6995348981","doi":"","title":"Collection-ish","year":2017,"lang":"en","type":"article","venue":"Sunderland Repository (University of Sunderland)","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Feature (linguistics); State (computer science); Work (physics); Digital art","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"],"consensus_categories":[],"category_scores_codex":[0.00008602339,0.0001603123,0.0002704529,0.00008057526,0.004459285,0.0001812737,0.0005700154,0.0001725234,0.0005572757],"category_scores_gemma":[0.00001286976,0.0001551844,0.0001656837,0.00001865081,0.001186416,0.0004609694,0.0001305422,0.0002122005,0.00003331105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005041479,"about_ca_system_score_gemma":0.00006859241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003849752,"about_ca_topic_score_gemma":0.01965538,"domain_scores_codex":[0.9991165,0.00003353806,0.0001356787,0.0002840621,0.0001897966,0.0002403729],"domain_scores_gemma":[0.9988632,0.00002714097,0.000287388,0.0005696068,0.0001653955,0.00008728261],"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":[0.0008066031,0.001036133,0.1111754,0.0004576389,0.001786688,0.0008422268,0.1528817,0.00002305031,0.002166545,0.260778,0.4618848,0.006161245],"study_design_scores_gemma":[0.003575148,0.0005362443,0.04083842,0.0001538873,0.0003646696,0.0001377149,0.1304074,0.0002025243,0.0006481412,0.01524894,0.8069161,0.0009708201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3418583,0.0002979597,0.0001873706,0.001789795,0.00139154,0.0002303199,0.00002878981,0.0002586865,0.6539572],"genre_scores_gemma":[0.8558096,0.00007123336,0.00006568199,0.00002751579,0.0002426988,3.778743e-7,0.00001180711,0.00001123872,0.1437599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5139512,"threshold_uncertainty_score":0.9982334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151162685965629,"score_gpt":0.1983855728564319,"score_spread":0.1768739459967756,"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."}}