{"id":"W4399281185","doi":"10.52975/llt.2024v93.012","title":"The Past Is Before Us","year":2024,"lang":"fr","type":"article","venue":"Labour / Le Travail","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Geology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003101898,0.0001678771,0.000175609,0.00001417807,0.002045993,0.00009100994,0.0003372656,0.0001501771,0.0006889986],"category_scores_gemma":[0.00003393131,0.0001007109,0.0001602662,0.0005678732,0.002713436,0.0001435388,0.0000895311,0.0003492748,0.002552906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287375,"about_ca_system_score_gemma":0.0001125313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008177844,"about_ca_topic_score_gemma":0.02413196,"domain_scores_codex":[0.9984682,0.0001839481,0.000199014,0.0002990416,0.000283587,0.000566235],"domain_scores_gemma":[0.9994876,0.0001453235,0.00003094425,0.0001336179,0.00007413274,0.0001283647],"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":[0.000004332605,0.00002829698,0.001117544,0.00004864505,0.0001165205,0.00003832014,0.1175076,3.84313e-7,0.00000874726,0.5007493,0.1375741,0.2428062],"study_design_scores_gemma":[0.00005774448,0.00006914869,0.008158744,0.00003530177,0.00003336935,0.000004700559,0.006722406,0.000009825999,0.000005750585,0.02712485,0.9576484,0.0001297661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2850984,0.2227205,0.00001418944,0.4324147,0.007375012,0.0001548519,0.0000617607,0.0001580626,0.05200244],"genre_scores_gemma":[0.3339716,0.005973621,0.0000253702,0.001161061,0.001577894,0.00001680813,0.000001144839,0.00000980131,0.6572627],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8200743,"threshold_uncertainty_score":0.9997767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523458190967087,"score_gpt":0.2552940235163388,"score_spread":0.240059441606668,"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."}}