{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.001749736,0.001170802,0.001007919,0.0007101308,0.0001865645,0.0008103824,0.008533979,0.0008271533,0.008656438],"category_scores_gemma":[0.00006322705,0.001097879,0.0001506907,0.0009168864,0.0001901875,0.0007034267,0.009884933,0.00218594,0.5516133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003817189,"about_ca_system_score_gemma":0.0006432806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206117,"about_ca_topic_score_gemma":0.004878131,"domain_scores_codex":[0.9932016,0.0001279384,0.0008907752,0.002960917,0.001512512,0.001306317],"domain_scores_gemma":[0.9857423,0.00009520228,0.0003657102,0.01333374,0.0001197638,0.0003433302],"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":[0.0003200707,0.0001979558,8.145072e-7,0.0007399349,0.0005758702,0.000741029,0.00001496506,0.000004309505,0.0000187213,0.00006947955,0.9970626,0.0002542824],"study_design_scores_gemma":[0.002378756,0.00004564937,0.000001417774,0.0004162792,0.001095145,0.0001038705,0.00002666938,0.0001409847,0.00006804959,0.0001444237,0.9943725,0.001206293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000004324182,0.002414218,0.000003141621,0.0002571916,0.0026759,0.0009045869,0.9891329,0.0005996522,0.004008017],"genre_scores_gemma":[0.000006134961,0.0005623061,0.0001506825,0.0002024296,0.001127908,0.000148057,0.9855164,0.0004310315,0.01185502],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5429569,"threshold_uncertainty_score":0.9991471,"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."}}