{"id":"W6923493048","doi":"10.14288/1.0160737","title":"Engineering students Vernon Chang and Geoffrey Liggins demonstrate human-powered submarine at Vancouver International Boat show","year":2007,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine; Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003346718,0.0005783158,0.0002125426,0.0004858681,0.005253591,0.001877259,0.0003737171,0.0007539339,0.4629156],"category_scores_gemma":[0.0004239632,0.000283446,0.0002292156,0.0003434881,0.0004977413,0.0007271913,0.001366074,0.001469522,0.1610103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247125,"about_ca_system_score_gemma":0.001278722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06964436,"about_ca_topic_score_gemma":0.4011095,"domain_scores_codex":[0.9998455,0.00001088549,0.000001703698,0.00002383872,0.000064416,0.00005370986],"domain_scores_gemma":[0.9996469,0.0000219294,0.000003791426,0.00001518935,0.000125778,0.0001864351],"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":[0.00002869216,0.00003068477,0.0007313945,0.00002291716,0.00000152057,0.0001364052,0.0004393107,0.00003981955,0.0008389875,0.002546177,0.9726526,0.02253153],"study_design_scores_gemma":[0.000002491692,0.00001252953,0.001360351,0.00002357469,0.000001282765,0.00004393445,0.0007855869,0.00006388963,0.0005262325,0.0002269292,0.9969487,0.000004537192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004711784,0.0004526218,0.0009612354,0.004642567,0.001139803,0.00004850464,0.0005425713,0.0006786939,0.9868222],"genre_scores_gemma":[0.01070096,0.0002127328,0.0002851075,0.0001901629,0.00004525276,0.000006342832,0.0001339139,0.0001622775,0.9882633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9303557,"threshold_uncertainty_score":0.7660857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007895307775052034,"score_gpt":0.197528131635121,"score_spread":0.189632823860069,"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."}}