{"meta":{"query_hash":"d3ec86aba4f7","filters":{"venue":"Proceedings of the International Ship Control Systems Symposium (iSCSS)"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d3ec86aba4f7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+the+International+Ship+Control+Systems+Symposium+%28iSCSS%29"},"results":[{"id":"W2915607944","doi":"10.24868/issn.2631-8741.2018.014","title":"Submarine Autopilot Performance Optimization with System Identification","year":2018,"lang":"en","type":"article","venue":"Proceedings of the International Ship Control Systems Symposium (iSCSS)","topic":"Ship Hydrodynamics and Maneuverability","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Louisiana-Pacific (Canada)","funders":"","keywords":"Autopilot; Towing; Rudder; Submarine; Marine engineering; Process (computing); Computer science; Sea trial; Control theory (sociology); Identification (biology); Control engineering; Engineering; Simulation; Control (management); Artificial intelligence","score_opus":0.004454924949527324,"score_gpt":0.17417286594662593,"score_spread":0.1697179409970986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915607944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555691,0.00003982785,0.0062011336,0.000529228,0.00299956,0.0009421096,0.000030073952,0.00037279227,0.033316188],"genre_scores_gemma":[0.99877566,0.000009014386,0.000089668916,0.000016548482,0.00045822674,0.00012426625,0.00000641077,0.000038228784,0.00048198338],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984557,0.000009801945,0.0005347802,0.0002593955,0.000533047,0.00020729864],"domain_scores_gemma":[0.9986306,0.00003494228,0.0002937067,0.0001890772,0.0008001591,0.00005151457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005518614,0.00019643296,0.00023927065,0.00010634926,0.00011756242,0.00017497434,0.00068208337,0.00008145657,0.0000087693925],"category_scores_gemma":[0.000036578585,0.00014416815,0.00006647367,0.00020033927,0.00009161737,0.00039402518,0.00006023722,0.00012828501,0.000012825724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030862223,0.000091035654,0.078296244,0.0015156338,0.0004838617,5.0278123e-7,0.000493434,0.7617991,0.12285284,0.03357189,0.00048261762,0.00010421244],"study_design_scores_gemma":[0.0006385805,0.00007076898,0.008714712,0.00024307056,0.000053997013,0.000034742316,0.0000794067,0.98431325,0.005318758,0.00001671905,0.00034752628,0.00016844974],"about_ca_topic_score_codex":0.00009949645,"about_ca_topic_score_gemma":0.000011731372,"teacher_disagreement_score":0.22251415,"about_ca_system_score_codex":0.00036558232,"about_ca_system_score_gemma":0.00002176851,"threshold_uncertainty_score":0.58790064},"labels":[],"label_agreement":null}]}