{"id":"W2070126672","doi":"10.13034/cysj-2014-009","title":"Evaluating the Effectiveness of a Space-Based AIS","year":2014,"lang":"en","type":"article","venue":"Journal of Student Science and Technology","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004943466,0.001284276,0.0007983426,0.002356989,0.0009799891,0.00242216,0.001502308,0.00166223,0.006455793],"category_scores_gemma":[0.02180354,0.000257403,0.0005134906,0.00166208,0.0007592135,0.002910819,0.001059144,0.0006190918,0.001081911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511026,"about_ca_system_score_gemma":0.001739187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03362677,"about_ca_topic_score_gemma":0.02661127,"domain_scores_codex":[0.9964372,0.001241766,0.0003073747,0.0003939823,0.001246641,0.0003730577],"domain_scores_gemma":[0.9811481,0.01197757,0.0007586413,0.0008603389,0.004366525,0.0008888257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005727096,0.001419234,0.04631384,0.0009080393,0.0004325066,0.0001966136,0.0002765846,0.7868472,0.005210517,0.006372006,0.004339489,0.1419569],"study_design_scores_gemma":[0.0002666886,0.003895351,0.01551367,0.00009654978,0.0002360198,0.00008520488,0.0009767686,0.9681618,0.004692159,0.001916579,0.004103303,0.00005575933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211318,0.001599048,0.02305433,0.0009685361,0.0004223086,0.0007116946,0.002208426,0.001413612,0.04849019],"genre_scores_gemma":[0.977383,0.0004726749,0.01650384,0.0001015068,0.00004900838,0.00009582892,0.001399416,0.00005545962,0.003939196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03362677,"threshold_uncertainty_score":0.06686205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014268911537818,"score_gpt":0.3224816476427573,"score_spread":0.3082127361049393,"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."}}