{"id":"W2955713385","doi":"","title":"La structuration des territoires du nord-ouest de la Gaule à la fin de l’âge du Fer (II<sup>e</sup>-I<sup>er</sup> siècles av. n. è.)","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006540352,0.0003962727,0.0003677734,0.002414004,0.003566089,0.003651204,0.0003982586,0.0006617043,0.005458167],"category_scores_gemma":[0.001257081,0.0004227239,0.0004402769,0.003193843,0.003151998,0.001181119,0.001617661,0.001069724,0.0006877692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005394631,"about_ca_system_score_gemma":0.003713244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5191942,"about_ca_topic_score_gemma":0.7213665,"domain_scores_codex":[0.9995438,0.00008227144,0.00001465278,0.0001271406,0.00009737122,0.0001347074],"domain_scores_gemma":[0.999577,0.0001020872,0.00008153657,0.00004208469,0.0001452351,0.00005211208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001241507,0.000145713,0.3524761,0.0006760938,0.0004899764,0.005350153,0.1797481,0.01270461,0.01262073,0.1433184,0.00651888,0.2847097],"study_design_scores_gemma":[0.00003180842,0.00009437214,0.847695,0.000564112,0.00008774691,0.00156638,0.03328382,0.0009378863,0.0007063783,0.003581375,0.1113804,0.00007073804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344527,0.00424629,0.0009777221,0.0006078143,0.00004877723,0.00001193569,0.0007744358,0.00004093802,0.05883938],"genre_scores_gemma":[0.9819762,0.001345131,0.001549154,0.00003264856,0.00001448196,0.000008564085,0.0003046051,0.00002815539,0.01474112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5191942,"threshold_uncertainty_score":0.9672748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337675926578056,"score_gpt":0.2240965729942707,"score_spread":0.2107198137284902,"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."}}