{"id":"W4291973373","doi":"","title":"Fracture toughness : an intrinsic material property for adhesives ?","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Fracture toughness; Materials science; Adhesive; Composite material; Property (philosophy); Toughness","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001509602,0.0004655368,0.0006393771,0.000147893,0.0003900167,0.001250795,0.001876467,0.0003932271,0.0002096596],"category_scores_gemma":[0.000489468,0.0003767447,0.0002406699,0.00006915512,0.0001416641,0.0002859096,0.0007257587,0.0003402998,0.00001459068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020351,"about_ca_system_score_gemma":0.00008845606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007147065,"about_ca_topic_score_gemma":0.0005086473,"domain_scores_codex":[0.997027,0.00116331,0.0005213175,0.0006408137,0.0002770883,0.0003704183],"domain_scores_gemma":[0.9954167,0.0003080154,0.0003751456,0.002525216,0.001207317,0.0001675907],"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":[0.0003980116,0.0007871476,0.001053539,0.005751982,0.002057113,0.0000321679,0.0240356,0.01327488,0.5708342,0.01947642,0.01454376,0.3477552],"study_design_scores_gemma":[0.0006653452,9.812978e-7,0.005386788,0.001530542,0.000234124,0.00001226654,0.00004561304,0.02354987,0.9141489,0.01106223,0.04218205,0.001181335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344707,0.0005734618,0.04687566,0.00482922,0.001915522,0.001448529,0.0004861164,0.001077192,0.008323608],"genre_scores_gemma":[0.9664357,0.0001709351,0.0295156,0.00004934274,0.0002283869,0.000195379,0.001528737,0.0001004354,0.001775453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3465739,"threshold_uncertainty_score":0.9998685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435660202962374,"score_gpt":0.2334462098643368,"score_spread":0.2190896078347131,"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."}}