{"id":"W6962792224","doi":"10.17632/2xzwppwxrw","title":"Double-Double Laminate Finder","year":2024,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Carleton University","funders":"","keywords":"Flexural strength; Stiffness; Composite number; Homogenization (climate); Flexural rigidity; Lamination; Stacking","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009641116,0.002748891,0.001619481,0.003326002,0.001008984,0.00229241,0.003910512,0.003002554,0.1240055],"category_scores_gemma":[0.00634228,0.0007878931,0.001896298,0.004575352,0.0004802132,0.001780068,0.002571312,0.001797422,0.1690226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416231,"about_ca_system_score_gemma":0.002429964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620217,"about_ca_topic_score_gemma":0.03336783,"domain_scores_codex":[0.9987412,0.0001554989,0.0001196315,0.0004212248,0.0003689727,0.0001934406],"domain_scores_gemma":[0.9980848,0.0005765496,0.0001456257,0.0005438607,0.0005165011,0.000132671],"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":[0.0001076453,0.0000370278,0.001053716,0.001160147,0.00004270226,0.00004491179,0.00002248164,0.0007189057,0.0003216901,0.0006232216,0.9891896,0.006677819],"study_design_scores_gemma":[0.0002222416,0.00002873367,0.002298005,0.0004033647,0.00004111233,0.00008540936,0.00007318999,0.001309683,0.0009974964,0.00243874,0.9920596,0.00004247372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002401153,0.0001568741,0.000251854,0.00005975802,0.00003720279,0.00001978797,0.9962613,0.001747352,0.00122566],"genre_scores_gemma":[0.0006139525,0.0001027401,0.001084145,0.00006575074,0.00000658336,0.0001025839,0.996685,0.0003399246,0.0009993193],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1240055,"threshold_uncertainty_score":0.4148398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372336322889727,"score_gpt":0.3685119896152488,"score_spread":0.2312783573262761,"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."}}