{"id":"W4382245243","doi":"10.11647/obp.0362.08","title":"A jungle","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Jungle; Property (philosophy); Set (abstract data type); Genealogy; Sociology; Social psychology; Advertising; Psychology; Geography; Business; Computer science; History; Epistemology; Archaeology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009502505,0.0002147978,0.0003693468,0.0001189231,0.0004551269,0.002911143,0.001642802,0.0005167274,0.0219304],"category_scores_gemma":[0.0002900333,0.0002329675,0.0001615191,0.00004728156,0.0004910711,0.002927239,0.000619172,0.0004043019,0.006194643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924099,"about_ca_system_score_gemma":0.001249149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004420133,"about_ca_topic_score_gemma":0.003906189,"domain_scores_codex":[0.9983258,0.0000399779,0.0002745617,0.0004637608,0.0003259717,0.0005699546],"domain_scores_gemma":[0.9987378,0.0001900229,0.0001327732,0.0003960683,0.00009213544,0.0004512182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001609266,0.000003017406,6.517899e-7,0.000003244442,0.00002521128,0.00001054181,0.0002601982,5.052167e-8,2.277026e-8,0.5650684,0.4312432,0.003383884],"study_design_scores_gemma":[0.0001083585,0.00001197321,0.00000283769,0.00004287994,0.00001859691,2.081746e-7,0.0002291108,3.526272e-7,2.316926e-7,0.2236932,0.775655,0.0002373001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.469124e-7,0.0001052999,0.000002574513,0.01116993,0.001270314,0.0006183714,0.00003275575,0.0001797467,0.9866205],"genre_scores_gemma":[0.0000519827,0.000104261,0.00004789135,0.004544575,0.0005006597,0.00002696931,0.00004644621,0.00006382517,0.9946134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3444118,"threshold_uncertainty_score":0.9981239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07527601368966472,"score_gpt":0.3217450312512907,"score_spread":0.246469017561626,"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."}}