{"id":"W4317039180","doi":"10.4324/9781003349020-19","title":"Lingerings","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001539313,0.0007990672,0.0004095474,0.002241165,0.006089055,0.007651262,0.001295758,0.001800819,0.1266955],"category_scores_gemma":[0.004076856,0.0003111312,0.0004321668,0.001661166,0.003422621,0.005933789,0.002999572,0.004082827,0.04231277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005807901,"about_ca_system_score_gemma":0.004064998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030758,"about_ca_topic_score_gemma":0.02871607,"domain_scores_codex":[0.9987129,0.0002777275,0.00003658276,0.00017767,0.0006575036,0.0001376168],"domain_scores_gemma":[0.9983898,0.0005883173,0.00005387295,0.0001900505,0.0005515059,0.0002263598],"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":[0.00001940554,0.0000202722,0.0001587702,0.0001051192,0.000002839328,0.0001993783,0.004942846,0.00009446253,0.0002202919,0.3225032,0.5868777,0.08485579],"study_design_scores_gemma":[6.853004e-7,0.00000231944,0.00003774049,0.00006011735,6.753601e-7,0.000073553,0.0004371556,0.00002251021,0.00005044451,0.005784049,0.9935279,0.000002820809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001249987,0.007696971,0.00265778,0.01101607,0.004535496,0.00003799424,0.0001810688,0.0003235673,0.9723012],"genre_scores_gemma":[0.006840893,0.002811222,0.0009945636,0.002570061,0.0006339735,0.00002275343,0.0001359089,0.0002356499,0.985755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1266955,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05912668166736061,"score_gpt":0.3116284670144219,"score_spread":0.2525017853470612,"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."}}