{"id":"W7095089903","doi":"","title":"Project Final Report Optimal Survey Configuration Analysis for Fraser River Bathymetric Mapping By","year":2001,"lang":"en","type":"article","venue":"","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bathymetry; Transect; Channel (broadcasting); Data set; Point (geometry); Bathymetric chart; Statistical analysis; Line (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002288104,0.0005713252,0.0005380787,0.001814122,0.0005797717,0.00109287,0.0005346528,0.000427842,0.009635954],"category_scores_gemma":[0.00656583,0.0004046205,0.0005259239,0.001762148,0.0002609484,0.0008209884,0.0007131307,0.000321024,0.002206098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006538517,"about_ca_system_score_gemma":0.001052263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138958,"about_ca_topic_score_gemma":0.01263322,"domain_scores_codex":[0.9982467,0.0005744232,0.00007109586,0.0002638173,0.0007050483,0.0001390069],"domain_scores_gemma":[0.9980223,0.0004541031,0.0001203307,0.0003439053,0.0009955985,0.00006382409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006165875,0.0001582194,0.05860079,0.0002739481,0.0001047758,0.0001852936,0.0004107952,0.1517974,0.01527756,0.006308851,0.03283309,0.7334327],"study_design_scores_gemma":[0.0001229316,0.0003642936,0.08413404,0.0001051759,0.00007559934,0.0003600818,0.0009577551,0.8361688,0.02994562,0.005069412,0.04257355,0.0001227087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.180194,0.0002395578,0.790461,0.0002896353,0.0001183134,0.00127189,0.006227462,0.006529666,0.01466841],"genre_scores_gemma":[0.3838608,0.0001482083,0.6005223,0.00003687729,0.00002400984,0.0006635259,0.007855562,0.000895587,0.005993105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0138958,"threshold_uncertainty_score":0.0322355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006819894443992,"score_gpt":0.3088647633633618,"score_spread":0.2081827739189626,"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."}}