{"id":"W7017720892","doi":"","title":"Cal Poly Places First in Design at National Concrete Canoe Competition","year":2013,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Government (linguistics); Work (physics); Scale (ratio)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009212308,0.0002951403,0.0002755228,0.0006633873,0.0001485571,0.00006757261,0.0002752104,0.0001429637,0.0002170729],"category_scores_gemma":[0.00002410245,0.0003518063,0.0001036931,0.000704802,0.0001575195,0.0004355433,0.0001092523,0.0002890401,0.0003194753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009997768,"about_ca_system_score_gemma":0.00007406571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004453746,"about_ca_topic_score_gemma":0.0005377003,"domain_scores_codex":[0.9986246,0.00003464755,0.0003034662,0.0002764881,0.0002719392,0.000488825],"domain_scores_gemma":[0.9992529,0.000186699,0.00004950834,0.0002222618,0.00006983857,0.0002188658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007424444,0.0002684966,0.03319664,0.0006160404,0.001044625,0.0007526941,0.001142017,0.8077039,0.02059988,0.05279237,0.03633559,0.04480535],"study_design_scores_gemma":[0.00537171,0.000235477,0.02067522,0.0003605894,0.00007730372,0.0003491936,0.0006089219,0.4422226,0.008847789,0.001184863,0.5169699,0.00309646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.678005,0.0005567899,0.1780705,0.001114686,0.0007614938,0.001559186,0.003567027,0.004041736,0.1323236],"genre_scores_gemma":[0.9981703,0.0000752725,0.0008914181,0.00002759979,0.00002530835,0.00000999361,0.0001112493,0.00003828562,0.000650588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4806343,"threshold_uncertainty_score":0.9998934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009425702118532362,"score_gpt":0.1657979987087735,"score_spread":0.1563722965902411,"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."}}