{"id":"W2735191668","doi":"","title":"Environmental Investigations At the Seafloor Using Optical And Acoustic Sensors On “bottom Landers”","year":2005,"lang":"en","type":"article","venue":"Civil War Book Review","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Seafloor spreading; Geology; Remote sensing; Acoustics; Environmental science; Oceanography; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00008322033,0.0001408906,0.0001601124,0.0000266141,0.00008046581,0.000009314121,0.00007901234,0.00005816461,0.0001077071],"category_scores_gemma":[0.00004082283,0.0001021858,0.00004102501,0.00005354336,0.0001042087,0.00004922425,0.00004199462,0.0002002205,0.0001222242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009633065,"about_ca_system_score_gemma":0.000004484792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.557429e-7,"about_ca_topic_score_gemma":0.00000330826,"domain_scores_codex":[0.9994572,0.0000116211,0.0001384816,0.0001261145,0.00009865892,0.0001679247],"domain_scores_gemma":[0.9996303,0.0000668674,0.0000138291,0.0002319667,0.000002329001,0.00005472348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006881453,0.0001237601,0.001002485,0.007274714,0.0004537887,0.00007325577,0.0005554006,0.5576039,0.02153451,0.001219986,0.2645187,0.1456326],"study_design_scores_gemma":[0.0003207603,0.00005560543,0.0008734748,0.003019047,0.0003236079,0.0002004085,0.00006973159,0.1014683,0.00449312,0.00004652799,0.8884625,0.000666941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.218501,0.7747762,0.0009164102,0.002476477,0.0001380781,0.0004881189,0.00001821249,0.000755471,0.001930039],"genre_scores_gemma":[0.78974,0.2066504,0.001633026,0.001187963,0.0001316799,0.00003195088,0.00001047489,0.00006051986,0.0005540464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6239437,"threshold_uncertainty_score":0.4167014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281990081270774,"score_gpt":0.2094459699716627,"score_spread":0.196626069158955,"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."}}