{"id":"W7060013969","doi":"","title":"PORT STATE CONTROL","year":2012,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Control (management); State (computer science); Order (exchange); On board; Training (meteorology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001443622,0.0001568342,0.0002849284,0.0001520382,0.0001097164,0.00001344097,0.0003043844,0.00006556437,0.283636],"category_scores_gemma":[0.000002878885,0.0001969754,0.0001684674,0.0001102188,0.00004403157,0.00003452664,0.00004828133,0.0002232315,0.0003170782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007763988,"about_ca_system_score_gemma":0.0001683223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1968842,"about_ca_topic_score_gemma":0.003032196,"domain_scores_codex":[0.9989995,0.00004123499,0.0001293782,0.0002051805,0.0003546245,0.0002700329],"domain_scores_gemma":[0.9991893,0.00003501698,0.0002231436,0.0002461395,0.000170171,0.0001362512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005501948,0.0004918153,0.005198428,0.0002978982,0.0006214246,0.00002060361,0.0537021,0.000004369564,0.005050287,0.002092945,0.01619761,0.9157723],"study_design_scores_gemma":[0.006351823,0.0002428993,0.1759352,0.0002383098,0.000834638,5.522111e-7,0.7714782,0.0004494233,0.00005231789,0.0004529154,0.04268695,0.001276743],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1766303,0.000065127,0.0002980998,0.0001119478,0.0001564894,0.0002977368,0.0002296028,0.00001675949,0.822194],"genre_scores_gemma":[0.4535522,0.000001021321,0.00006251805,0.00000215884,0.00004641241,4.291286e-7,0.0004908933,0.00000842285,0.5458359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9144956,"threshold_uncertainty_score":0.8084639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006363449013748946,"score_gpt":0.2087778167161468,"score_spread":0.2024143677023978,"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."}}