{"id":"W7126794090","doi":"","title":"RA2 P4 TECHNICAL REPORT","year":2023,"lang":"en","type":"report","venue":"Minds at UW (University of Wisconsin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ballast; Effluent; Port (circuit theory); Water quality; Tonne; Deep water; Harbour; Remedial action","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002257029,0.0009577738,0.0003843807,0.001959606,0.001489278,0.00370533,0.00191527,0.001504433,0.4385288],"category_scores_gemma":[0.002413675,0.0004427656,0.0006217607,0.001296277,0.0002940135,0.00143044,0.001374972,0.001268859,0.3831854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445463,"about_ca_system_score_gemma":0.004912016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357398,"about_ca_topic_score_gemma":0.01076378,"domain_scores_codex":[0.9981751,0.0002161687,0.00008526394,0.0002731359,0.00103349,0.000216793],"domain_scores_gemma":[0.9968159,0.0002013554,0.00008958785,0.000400561,0.002056838,0.0004358552],"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":[0.0002829026,0.0002560094,0.001117347,0.000274025,0.00001434198,0.0002602138,0.0001259218,0.0005675476,0.008826601,0.004430889,0.8314945,0.1523498],"study_design_scores_gemma":[0.00002033796,0.00008551477,0.000915743,0.00003672866,0.00000593387,0.00007607713,0.00006967608,0.0003050454,0.00297008,0.0004039946,0.9951025,0.000008364715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003189303,0.0006719889,0.01414604,0.00165869,0.001983338,0.002067439,0.01605701,0.004255453,0.9559706],"genre_scores_gemma":[0.007571706,0.000511754,0.006995284,0.000330165,0.0002817858,0.0004186485,0.01719998,0.0009462457,0.9657444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5614712,"threshold_uncertainty_score":0.8008705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120430626181685,"score_gpt":0.3128142433838456,"score_spread":0.1923836172021606,"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."}}