{"id":"W4312062520","doi":"10.5281/zenodo.6907818","title":"D4.5. Handbook on cruise prerequisites to access ARICE PRVs","year":2019,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Horizon 2020 Framework Programme","keywords":"Cruise; Computer science; Aeronautics; Engineering; Aerospace engineering","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00100866,0.0003430687,0.0003335138,0.0002629966,0.001644411,0.0009415994,0.002382362,0.0002062532,0.2304489],"category_scores_gemma":[0.0005838267,0.0003250425,0.0001171796,0.0007439913,0.0001571721,0.0002780714,0.002450498,0.0005704214,0.07542431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006767917,"about_ca_system_score_gemma":0.00001831236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002804222,"about_ca_topic_score_gemma":0.000001833436,"domain_scores_codex":[0.9962596,0.0001655222,0.0004351251,0.00102349,0.001489162,0.0006270588],"domain_scores_gemma":[0.9980479,0.00003734994,0.0001963302,0.001027312,0.0002449515,0.0004461526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007636809,0.0003009652,0.00008865109,0.0001628428,0.0000289523,0.00003699182,0.0004117597,0.001089683,0.00118874,0.00005724185,0.9158274,0.08073041],"study_design_scores_gemma":[0.0002075548,0.0003405142,0.003526622,0.0002235967,0.00002846079,0.00004970168,0.00002783354,0.00009543004,0.0002509808,0.00002788288,0.9948249,0.0003965297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005411353,0.00009413723,0.001104129,0.0003494789,0.0002797959,0.001249565,0.000396525,0.0005508289,0.9905642],"genre_scores_gemma":[0.4246997,0.002433682,0.001300329,0.002055099,0.001396502,0.00000145411,0.01302311,0.011778,0.5433121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4472521,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05804533228422402,"score_gpt":0.2919892090529301,"score_spread":0.233943876768706,"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."}}