{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008073273,0.0003393476,0.0004656597,0.00005591245,0.000239272,0.0001378606,0.0008127764,0.0004876089,0.002793811],"category_scores_gemma":[0.0006667092,0.000211662,0.0002734111,0.00009026085,0.00009313876,0.00002242214,0.0001375021,0.001509959,0.0004982619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002048529,"about_ca_system_score_gemma":0.001115736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001939733,"about_ca_topic_score_gemma":0.000004545725,"domain_scores_codex":[0.9974207,0.000027708,0.0003528396,0.0005212568,0.001137205,0.0005402393],"domain_scores_gemma":[0.9973795,0.0005302803,0.0002254298,0.0011108,0.0006137321,0.0001402525],"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":[0.00007997309,0.00008466702,0.00001398191,0.003650629,0.0002439803,0.00006850105,0.0000242167,6.000421e-7,0.1684116,0.0009854059,0.8178798,0.008556699],"study_design_scores_gemma":[0.0002032072,0.00004722474,0.000004110534,0.0007159914,0.00005548224,0.00007689753,0.00006967664,0.00002498873,0.2200232,0.000328584,0.7781903,0.00026038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01776527,0.0001928517,0.000003810446,0.0008418506,0.00166982,0.000385297,0.0003865143,0.00014469,0.9786099],"genre_scores_gemma":[0.7602457,0.0002423993,0.0001041603,0.00005500204,0.006160761,0.0002869163,0.0004094899,0.0001856536,0.23231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7462999,"threshold_uncertainty_score":0.9981177,"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."}}