{"id":"W2592377934","doi":"10.1016/j.matdes.2017.03.010","title":"Experimental characterization and modelling of the elastic properties of direct compounded compression molded carbon fibre/polyamide 6 long fibre thermoplastic","year":2017,"lang":"en","type":"article","venue":"Materials & Design","topic":"Composite Material Mechanics","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft; Ontario Research Foundation; BASF","keywords":"Materials science; Composite material; Micromechanics; Ultimate tensile strength; Flexural strength; Flexural modulus; Stiffness; Compression molding; Modulus; Composite number","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000133151,0.0002010848,0.0003694211,0.00004031333,0.000134859,0.0001282831,0.000264904,0.00007767021,0.00001942186],"category_scores_gemma":[0.00001478857,0.000149828,0.00002823638,0.0000262749,0.00007822126,0.0001362416,0.0001565485,0.00003948539,8.528729e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003030356,"about_ca_system_score_gemma":0.00001272239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005927677,"about_ca_topic_score_gemma":6.803638e-7,"domain_scores_codex":[0.99903,0.0001225161,0.0003601267,0.000159444,0.0001609661,0.0001669445],"domain_scores_gemma":[0.9992755,0.00003596795,0.0002224742,0.0004021591,0.00003259978,0.00003129159],"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":[0.0001655162,0.00002086243,0.00001711417,0.00028967,0.00002570133,0.000001026898,0.0003359535,0.01697258,0.9820833,0.00002184612,7.099521e-7,0.00006572454],"study_design_scores_gemma":[0.0002719018,0.00005235321,0.0009035963,0.000628461,0.00003020128,0.000004620598,0.00001234661,0.1211798,0.8767578,0.00002224881,8.518225e-7,0.0001358535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835913,0.0001290005,0.01478495,0.000006070042,0.0009134784,0.0004462656,0.00002619542,0.00007154947,0.00003114176],"genre_scores_gemma":[0.9995623,0.00001217849,0.0002786204,0.000001826672,0.00005687819,0.00002387609,0.000006179656,0.00004728202,0.00001085346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053255,"threshold_uncertainty_score":0.6109807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513424155972108,"score_gpt":0.2042132368457445,"score_spread":0.1690789952860234,"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."}}