{"id":"W2257347464","doi":"10.4000/adlfi.4876","title":"Recherche d’aménagements subaquatiques dans les lits des fleuves et rivières d’Auvergne","year":2006,"lang":"fr","type":"article","venue":"ADLFI Archéologie de la France - Informations","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement; Group for Research in Decision Analysis","funders":"","keywords":"Geography; Forestry; Art; Humanities","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001643085,0.0003974223,0.0003651718,0.0002475989,0.001157434,0.0003324872,0.0005704559,0.0004263718,0.001725598],"category_scores_gemma":[0.0006642246,0.0003897987,0.0001973487,0.0002012154,0.003645078,0.001573152,0.0004140539,0.0009357007,0.0003570884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194616,"about_ca_system_score_gemma":0.0002810638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02629591,"about_ca_topic_score_gemma":0.02297307,"domain_scores_codex":[0.9965298,0.001165844,0.0007815899,0.0002737944,0.0002604251,0.0009885472],"domain_scores_gemma":[0.9968867,0.002100568,0.0002551479,0.0004087918,0.0002156465,0.0001331329],"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":[0.00002817387,0.0002667673,0.01764353,0.0003092718,0.00009002327,0.00002434245,0.05951603,0.0008345766,0.00005503777,0.8171429,0.01113449,0.09295486],"study_design_scores_gemma":[0.0004713218,0.0002148103,0.05727036,0.000194145,0.00006641242,0.00003252735,0.00659172,0.001683154,0.0004109233,0.1929321,0.7396983,0.0004342215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1999813,0.003861514,0.02624255,0.005393589,0.0003948666,0.0004130758,0.0004525018,0.0003283996,0.7629322],"genre_scores_gemma":[0.7599545,0.009171403,0.02914189,0.002017159,0.0006822518,0.0003641269,0.0005256734,0.00006631751,0.1980767],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7285638,"threshold_uncertainty_score":0.9998554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101638831500943,"score_gpt":0.3150571517079862,"score_spread":0.2134183202070432,"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."}}