{"id":"W4317636948","doi":"10.2514/6.2023-2424","title":"Organic Matrix Composites Process-to-Performance, Evaluation, Research and Analysis (OPPERA)","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Convergent Manufacturing Technologies (Canada)","funders":"","keywords":"Materials science; Delamination (geology); Composite material; Porosity; Composite laminates; Compaction; Composite number; Residual stress; Fiber; Flexibility (engineering); Residual strength; Structural engineering; Residual; Computer science; Engineering","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":[0.001959794,0.0008867452,0.0003366592,0.001739039,0.000489905,0.00118886,0.0007542993,0.000554982,0.07617673],"category_scores_gemma":[0.0009682766,0.000439515,0.0006946867,0.0009376974,0.0002168833,0.001064491,0.0007832947,0.001089845,0.02608473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201139,"about_ca_system_score_gemma":0.001493993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256046,"about_ca_topic_score_gemma":0.005005473,"domain_scores_codex":[0.9991878,0.00003787414,0.00002039815,0.00005773684,0.0006436433,0.00005256257],"domain_scores_gemma":[0.999393,0.00008452788,0.0000512209,0.00009986763,0.0003317461,0.00003953725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007063742,0.0006416359,0.002484475,0.00118386,0.0001056944,0.0002590202,0.0001225811,0.01424378,0.2840113,0.006429191,0.180445,0.5093671],"study_design_scores_gemma":[0.00008875004,0.0005528252,0.008551589,0.0001941598,0.00008348012,0.0003358062,0.0000933009,0.05014692,0.4984351,0.002870285,0.4385421,0.0001056734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0543605,0.004965619,0.5140926,0.00173594,0.001727707,0.00263463,0.06404249,0.0937577,0.2626828],"genre_scores_gemma":[0.2950549,0.007885583,0.3507426,0.0007725865,0.0003391067,0.002963668,0.04336159,0.01761232,0.2812676],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07617673,"threshold_uncertainty_score":0.2548366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064097179883764,"score_gpt":0.3552487558459965,"score_spread":0.3146077840471589,"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."}}