{"id":"W6907822924","doi":"10.24342/yeef-za02","title":"Playing Slow","year":2021,"lang":"en","type":"article","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Set (abstract data type); Perspective (graphical); Work (physics); Context (archaeology)","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":[0.0006575527,0.0009654003,0.0004604237,0.001162922,0.004530448,0.005533036,0.0008701693,0.001084708,0.5339793],"category_scores_gemma":[0.002614061,0.0002832375,0.0004799103,0.0008184926,0.0009454456,0.002711583,0.003763541,0.002126347,0.2957917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350397,"about_ca_system_score_gemma":0.002527766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007924059,"about_ca_topic_score_gemma":0.02719084,"domain_scores_codex":[0.9993671,0.00008860995,0.00001988444,0.0001189474,0.0002523827,0.000153228],"domain_scores_gemma":[0.9984037,0.0001193511,0.00004267169,0.00009575756,0.0004109997,0.0009274837],"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":[0.0001028237,0.00009800822,0.0008904611,0.00009402438,0.000005558271,0.000093802,0.001230694,0.00003500287,0.0007617875,0.01068655,0.8642073,0.1217941],"study_design_scores_gemma":[0.000005924653,0.00002145445,0.0009274086,0.00007066353,0.000003392334,0.0000935283,0.001153042,0.00002575106,0.0001185104,0.0017175,0.9958563,0.000006431346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003774186,0.0009957647,0.001489075,0.005830721,0.004905804,0.00004706583,0.0006011797,0.0006047232,0.9817515],"genre_scores_gemma":[0.006899888,0.0005099927,0.0005112271,0.0009146094,0.0002036712,0.00002549805,0.0003537479,0.0002004893,0.9903808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5339793,"threshold_uncertainty_score":0.664722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830326818453402,"score_gpt":0.2047846433816682,"score_spread":0.1864813751971342,"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."}}