{"id":"W2225161307","doi":"","title":"Use of Portable Piloting Units by Maritime Pilots","year":2008,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Computer science; Engineering","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":[0.0005552727,0.000266931,0.0001556332,0.0006789617,0.0005711807,0.0005711918,0.000353517,0.0004151948,0.00733391],"category_scores_gemma":[0.008678463,0.0001921493,0.0002389225,0.0004788148,0.0004154512,0.0007834339,0.0004922752,0.0004689975,0.0008146112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809342,"about_ca_system_score_gemma":0.0005840014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03247199,"about_ca_topic_score_gemma":0.03707139,"domain_scores_codex":[0.9993306,0.0002135427,0.00004458962,0.00008466983,0.0002269119,0.00009969411],"domain_scores_gemma":[0.9952233,0.001385911,0.001547775,0.0002837905,0.001041288,0.0005179446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002198449,0.0002506819,0.8314829,0.0001895174,0.00003999692,0.0009728484,0.01681782,0.0001699685,0.004575389,0.00009978649,0.002248874,0.1429323],"study_design_scores_gemma":[0.00001502013,0.001220933,0.9621968,0.0002808706,0.00003953535,0.001957146,0.02297322,0.0003936163,0.001123064,0.00009784682,0.00965562,0.00004634142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957223,0.0003382536,0.0002592365,0.0001822684,0.00001556066,0.00003000817,0.0001635185,0.00002018365,0.003268617],"genre_scores_gemma":[0.9958382,0.0007113327,0.0004319809,0.00009944353,0.00001111959,0.00001492206,0.0001468397,0.000006338736,0.002739812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03247199,"threshold_uncertainty_score":0.06456596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03333965052803613,"score_gpt":0.1768679612760642,"score_spread":0.1435283107480281,"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."}}