{"id":"W7139691516","doi":"","title":"Аналіз експериментальної системи управління водним баластом","year":2021,"lang":"en","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ballast; Certification; Presentation (obstetrics); Water transport; Quality (philosophy); Qualitative analysis","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":[0.001134625,0.0003603084,0.0003663471,0.001493299,0.001573865,0.004169868,0.0007053071,0.0008711756,0.01661848],"category_scores_gemma":[0.003507739,0.0004832791,0.0004628069,0.001582213,0.001752023,0.00193902,0.001050762,0.00119474,0.003974123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558351,"about_ca_system_score_gemma":0.002812023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007193801,"about_ca_topic_score_gemma":0.008663032,"domain_scores_codex":[0.9986154,0.0002647923,0.00007853755,0.0002646061,0.0006462956,0.000130293],"domain_scores_gemma":[0.9982826,0.0005221624,0.0002404471,0.0002806438,0.0005501712,0.0001240844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002087126,0.0001574536,0.005538582,0.0005334116,0.00004792514,0.001478293,0.004180774,0.006476775,0.02409756,0.6418123,0.007199149,0.308269],"study_design_scores_gemma":[0.00007363038,0.0002431264,0.01021327,0.0003244898,0.0001003306,0.001744684,0.004310448,0.01389974,0.02823944,0.2337067,0.7069685,0.0001756096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2205561,0.01136089,0.3191367,0.00361771,0.001254118,0.0006433499,0.001252412,0.001140739,0.441038],"genre_scores_gemma":[0.8031036,0.004330171,0.1353555,0.0001849854,0.0001570632,0.0006065089,0.0004057469,0.0002994713,0.05555692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01661848,"threshold_uncertainty_score":0.05559438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495132089525764,"score_gpt":0.2993272609997206,"score_spread":0.2498140520471442,"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."}}