{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002370136,0.0007928652,0.00193831,0.001513168,0.0005155694,0.00003340827,0.001243425,0.001658168,0.002531368],"category_scores_gemma":[0.0008985384,0.00106298,0.001164353,0.001541803,0.001754661,0.0003151744,0.002307517,0.001218772,0.009211986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003017737,"about_ca_system_score_gemma":0.004344111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005618584,"about_ca_topic_score_gemma":0.01267662,"domain_scores_codex":[0.9935223,0.0001718775,0.0008353519,0.001690654,0.002852729,0.0009270314],"domain_scores_gemma":[0.9932651,0.0002737575,0.002170613,0.002549477,0.001297361,0.0004436917],"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":[0.0001702353,0.0001840151,0.002964124,0.0002930572,0.0006323337,0.03095371,0.0002961051,0.000006668009,0.004105541,0.00004027013,0.9577481,0.002605888],"study_design_scores_gemma":[0.0010333,0.0001454042,0.02527795,0.0007551842,0.001370537,0.008034554,0.0008090561,0.00001788523,0.0003380707,0.0001036755,0.9608448,0.001269612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2822216,0.001829351,0.0002033929,0.001775269,0.003834691,0.002187793,0.004469971,0.002743464,0.7007345],"genre_scores_gemma":[0.1375996,0.001283853,0.005847953,0.0000416296,0.0008691368,0.000003286876,0.005744124,0.0009862473,0.8476241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1468896,"threshold_uncertainty_score":0.9996379,"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."}}