{"id":"W6947747788","doi":"10.4224/17506216","title":"Feedback on the ASPPR hybrid system for type B vessels","year":2010,"lang":"en","type":"report","venue":"NPARC","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Canadian Wood Council","funders":"Transport Canada","keywords":"Hybrid system; Control (management); Control system; Arctic; The arctic; Hydraulics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00300553,0.0004647929,0.0001561097,0.0004953156,0.001135526,0.001587872,0.0007118257,0.001127195,0.05766345],"category_scores_gemma":[0.007288636,0.0002036129,0.000177603,0.0005499463,0.0003796244,0.001502816,0.0008736319,0.0006988805,0.009337492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621233,"about_ca_system_score_gemma":0.002433073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03631911,"about_ca_topic_score_gemma":0.04698994,"domain_scores_codex":[0.9982028,0.0003849267,0.00006175843,0.0001602926,0.001073282,0.0001168739],"domain_scores_gemma":[0.9937834,0.001425688,0.0001842172,0.0004657277,0.003873898,0.000267111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00210413,0.0005631751,0.01076122,0.0004842324,0.00001910692,0.001331233,0.004593474,0.01320552,0.06651602,0.01304846,0.4244968,0.4628766],"study_design_scores_gemma":[0.0002230705,0.0009888236,0.01757926,0.0001412791,0.00004429208,0.0003192089,0.004276524,0.02459435,0.03726292,0.002875279,0.9115559,0.0001390418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1766698,0.0002868001,0.1518186,0.01972263,0.002286865,0.003000271,0.007234516,0.01511645,0.6238641],"genre_scores_gemma":[0.5086377,0.0003100597,0.07741135,0.00189004,0.0003060034,0.0005795684,0.002721787,0.001147859,0.4069956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05766345,"threshold_uncertainty_score":0.1929035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07529984763717508,"score_gpt":0.3269670262690433,"score_spread":0.2516671786318683,"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."}}