{"id":"W1892506382","doi":"10.7202/1023724ar","title":"Satellite Remote Sensing: A New Tool for Archaeology, Rosa Lasaponara et Nicola Masini (dir.). Springer, Dordrecht, 2012. 364 p.","year":2012,"lang":"fr","type":"article","venue":"Recherches amérindiennes au Québec","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Satellite; Archaeology; Humanities; Art history; Remote sensing; Art; Geography; Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007109193,0.0007533637,0.0008275935,0.0003074252,0.0005855731,0.0001087047,0.0006626758,0.001175604,0.001322736],"category_scores_gemma":[0.0040594,0.000671707,0.0005324289,0.0006503911,0.001252269,0.001099592,0.0003383574,0.001880044,0.001405037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006116235,"about_ca_system_score_gemma":0.002999404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4953074,"about_ca_topic_score_gemma":0.7493267,"domain_scores_codex":[0.992316,0.002071371,0.0008367251,0.001011672,0.0005391029,0.003225115],"domain_scores_gemma":[0.9914377,0.005786185,0.0003480937,0.0006946467,0.0001853746,0.001547989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008547344,0.00006001071,0.03636043,0.000297,0.0001518832,0.00002648211,0.006409098,0.00007013925,0.0001670051,0.001324231,0.001801863,0.9524771],"study_design_scores_gemma":[0.001036422,0.001556244,0.1349977,0.0002779577,0.0001028065,0.0003985716,0.001152225,0.002681273,0.0008164695,0.0233792,0.8325537,0.001047463],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4462733,0.2913584,0.1276183,0.09674916,0.007233503,0.006070879,0.000635422,0.0006930328,0.02336796],"genre_scores_gemma":[0.5234683,0.03448877,0.2888394,0.001534764,0.005969967,0.00002042965,0.000395653,0.0001448382,0.1451379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9514297,"threshold_uncertainty_score":0.9995902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430653465055828,"score_gpt":0.3295445152414777,"score_spread":0.1864791687358949,"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."}}