{"id":"W7020259834","doi":"","title":"Laval – Place du 11-Novembre","year":2022,"lang":"fr","type":"other","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work safety; Plan (archaeology); Pilotage","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003875387,0.001148085,0.001034698,0.0005276044,0.0006732565,0.0003081031,0.001339485,0.002118728,0.1882954],"category_scores_gemma":[0.0003429286,0.001312378,0.0005741752,0.001354781,0.0003764703,0.0006054963,0.0005617564,0.003004793,0.0003795465],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00555062,"about_ca_system_score_gemma":0.00103068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006410074,"about_ca_topic_score_gemma":0.002040952,"domain_scores_codex":[0.9958236,0.0004572019,0.0005425069,0.001052968,0.0006963858,0.001427395],"domain_scores_gemma":[0.9976173,0.0003216925,0.0003271848,0.0009631813,0.0001805746,0.0005900356],"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":[0.00007858898,0.0001454181,0.003502047,0.0003449263,0.0007493718,0.0009201507,0.003291595,0.0146426,0.0005754474,0.03340992,0.9365788,0.005761178],"study_design_scores_gemma":[0.002038611,0.0001527004,0.02320569,0.00009709986,0.0003617784,0.0002831277,0.0140277,0.001289644,0.0001056792,0.0005371606,0.9565158,0.001384991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03915765,0.001111778,0.0008129344,0.02095013,0.003012486,0.001281814,0.0006841728,0.00092802,0.932061],"genre_scores_gemma":[0.07374138,0.0001777092,0.0009110254,0.0006168355,0.002233981,0.00004316335,0.0006799383,0.000576876,0.9210191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1879159,"threshold_uncertainty_score":0.9992953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00995425818287681,"score_gpt":0.2016638645880885,"score_spread":0.1917096064052117,"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."}}