{"id":"W4400485895","doi":"","title":"Projet HYDECO-Umiujaq – Connexion, déconnexion et reconnexion, et aspects u visible et de l’invisible dans le bassin versant d’Umiujaq","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Power Line Inspection Robots","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01473889,0.0007825252,0.000721282,0.0008006707,0.0007674412,0.0008802445,0.001330313,0.0005706988,0.0007832373],"category_scores_gemma":[0.002899149,0.000985396,0.0003875954,0.002555338,0.0004272105,0.001356889,0.0007178548,0.001304812,0.001336438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003287,"about_ca_system_score_gemma":0.001568948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044211,"about_ca_topic_score_gemma":0.01675104,"domain_scores_codex":[0.9859798,0.009461332,0.001199588,0.00128966,0.0007024705,0.001367129],"domain_scores_gemma":[0.9920796,0.002936157,0.0005157213,0.002362798,0.001494823,0.0006109016],"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":[0.00004572459,0.001060826,0.002925394,0.0004274693,0.0002688399,0.00009876244,0.02088941,0.01178876,0.0366643,0.8760254,0.04499827,0.004806787],"study_design_scores_gemma":[0.004792625,0.0000142054,0.02838578,0.005273879,0.0002183036,0.0002943168,0.002945344,0.2219064,0.3323209,0.05712842,0.3440532,0.002666589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1348105,0.002103865,0.3115407,0.2124618,0.002613251,0.001292996,0.0003419612,0.003347864,0.331487],"genre_scores_gemma":[0.9187966,0.00507004,0.03604148,0.00128677,0.0001555187,0.0001960979,0.001235564,0.0003801118,0.03683782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8188971,"threshold_uncertainty_score":0.9994411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145884275489757,"score_gpt":0.2488684274347218,"score_spread":0.2342799998857461,"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."}}