{"id":"W4388640843","doi":"10.1017/ahss.2023.74","title":"Terra Nova","year":2023,"lang":"fr","type":"article","venue":"Annales Histoire Sciences Sociales","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003196492,0.0004116073,0.0005348762,0.0006610781,0.007746842,0.0002094516,0.001316907,0.000541375,0.002607984],"category_scores_gemma":[0.0005092365,0.0004289651,0.0007741816,0.02075003,0.03616313,0.0007665763,0.0001974956,0.0004824173,0.004151587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000455955,"about_ca_system_score_gemma":0.000991337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00473946,"about_ca_topic_score_gemma":0.003214053,"domain_scores_codex":[0.9942063,0.0008963649,0.0006016385,0.0009709244,0.001581871,0.001742869],"domain_scores_gemma":[0.9978891,0.0007846053,0.000283689,0.0003032665,0.0002144767,0.0005248397],"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":[0.000009000296,0.0001929779,0.002088439,0.00006629182,0.0000536801,0.00006767502,0.01062512,0.00002546394,0.00003057458,0.3825803,0.2850323,0.3192281],"study_design_scores_gemma":[0.0001454522,0.0001568565,0.003013508,0.0001093918,0.00005343355,0.000002910863,0.00488182,0.00006330125,0.00000559171,0.05000741,0.9409956,0.0005647126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01743339,0.09435785,0.00008226757,0.1068971,0.02123165,0.0003927452,0.0001189832,0.0009181573,0.7585678],"genre_scores_gemma":[0.7605495,0.01356039,0.0007014928,0.002053976,0.003426315,0.00003116678,0.00003039926,0.00004649565,0.2196003],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7431161,"threshold_uncertainty_score":0.9998162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1896631394244223,"score_gpt":0.3653110625663532,"score_spread":0.1756479231419309,"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."}}