{"id":"W7064718087","doi":"","title":"Compression moulding of stiffened brackets using randomly-oriented strands thermoplastic composites","year":2014,"lang":"en","type":"article","venue":"NPARC","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bracket; Composite number; Stiffness; Thermoplastic composites; Aluminium; Bending; Thermoplastic; Compression (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253932,0.0001110261,0.0002017238,0.00004347366,0.0001097069,0.00001630908,0.00009355864,0.00002268165,0.0004192275],"category_scores_gemma":[0.000005464118,0.00009372623,0.00005099819,0.000108058,0.00003971973,0.000100835,0.00003244967,0.0000780143,0.000008489841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007360435,"about_ca_system_score_gemma":0.00001557166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008607049,"about_ca_topic_score_gemma":3.818703e-7,"domain_scores_codex":[0.999281,0.00004726523,0.0002122146,0.0001275396,0.0001466063,0.0001853547],"domain_scores_gemma":[0.9995497,0.0001249821,0.0001055103,0.000120425,0.00004452047,0.00005487106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001474166,0.00004417354,0.0931226,0.00001621797,0.00003099852,1.395095e-7,0.0002034805,0.00058987,0.8985788,0.0008426732,0.00002358046,0.006400089],"study_design_scores_gemma":[0.002997749,0.00003874824,0.03453115,0.000112695,0.00002981645,4.82154e-7,0.00003074456,0.198106,0.7629424,0.0008590431,0.0001801844,0.0001710027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734039,0.000006129779,0.02135301,0.000009770311,0.0001247426,0.00009089198,0.000007609791,0.00002002955,0.004983873],"genre_scores_gemma":[0.9983485,4.637758e-7,0.001494868,0.000006493332,0.00008708458,0.000003900524,0.00001486947,0.00001043028,0.00003334976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1975161,"threshold_uncertainty_score":0.4590248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346399174547814,"score_gpt":0.2451763837895471,"score_spread":0.231712392044069,"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."}}