{"id":"W2900827384","doi":"10.4095/296588","title":"Guidelines for low cost subsurface sonar imaging, Ottawa River/Quyon, Quebec, test case","year":2015,"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":"Sonar; Test (biology); Side-scan sonar; Geology; Environmental science; Oceanography; Remote sensing","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":[0.00407796,0.001600833,0.0005416057,0.003209676,0.001627129,0.002110032,0.003680112,0.002339133,0.05246271],"category_scores_gemma":[0.01090612,0.0008083678,0.000378145,0.002379784,0.001199272,0.001206186,0.0007701816,0.000773574,0.02083051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007792789,"about_ca_system_score_gemma":0.02040128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7776337,"about_ca_topic_score_gemma":0.9047731,"domain_scores_codex":[0.9974618,0.0004932581,0.0002435757,0.0001302897,0.001416417,0.0002546529],"domain_scores_gemma":[0.9897678,0.000886632,0.0003006687,0.0004493481,0.008205255,0.0003902876],"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":[0.0003459754,0.0003335917,0.01574644,0.001267664,0.00001736681,0.003089495,0.001088528,0.009828438,0.02225543,0.007918425,0.5667045,0.3714041],"study_design_scores_gemma":[0.0001399598,0.0002908436,0.02776048,0.001715172,0.00002654405,0.001780279,0.002077825,0.005669044,0.005292197,0.001733196,0.9534027,0.0001117844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03852836,0.01531983,0.194783,0.01613445,0.00146753,0.02340099,0.0585467,0.0076311,0.644188],"genre_scores_gemma":[0.1063664,0.01339825,0.4839037,0.004535479,0.0002435188,0.01372731,0.04123181,0.001905825,0.3346878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2223663,"threshold_uncertainty_score":0.4473518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358048454191585,"score_gpt":0.3699820949191448,"score_spread":0.2341772494999863,"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."}}