{"id":"W2900782507","doi":"10.4095/295580","title":"Guide de production d'imagerie sonar à l'aide d'outils grand public - Étude de cas à la rivière des Outaouais à Quyon, Québec","year":2014,"lang":"en","type":"report","venue":"","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002285921,0.001611716,0.0007158485,0.002878211,0.001443856,0.002437342,0.001876921,0.001404033,0.1215022],"category_scores_gemma":[0.002981946,0.001077728,0.0003272497,0.001518996,0.0008256284,0.0009288719,0.0006588237,0.0009962223,0.06443139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004178903,"about_ca_system_score_gemma":0.01101345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5480888,"about_ca_topic_score_gemma":0.7438037,"domain_scores_codex":[0.9987639,0.0001036976,0.00003554243,0.0001206229,0.0008836291,0.0000924689],"domain_scores_gemma":[0.9969364,0.0002711003,0.0000500967,0.0001496329,0.002449231,0.0001434129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000102811,0.00006770696,0.003276914,0.0003112231,0.00001433974,0.0003817542,0.0005738083,0.003002956,0.02004343,0.004267054,0.3304195,0.6375385],"study_design_scores_gemma":[0.00002724618,0.00004713374,0.004626743,0.0002030373,0.000008502601,0.0003647025,0.0001751112,0.00360439,0.003367499,0.0003783528,0.9871441,0.00005334269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009647997,0.009318114,0.3772587,0.003255844,0.002022978,0.004273009,0.02761553,0.02440863,0.5421992],"genre_scores_gemma":[0.02460163,0.006950489,0.3388573,0.001014795,0.0001546266,0.001525436,0.0123501,0.003298143,0.6112475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4519112,"threshold_uncertainty_score":0.9091451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573604152072537,"score_gpt":0.2989126953781066,"score_spread":0.2331766538573812,"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."}}