{"id":"W4385873401","doi":"10.55274/r0012068","title":"PR-393-205100-R01 IRIS X-Ray CT Qualification for Flexible Pipe Inspection (Phase 1)","year":2021,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Subsea; Armour; Engineering; Acoustics; Materials science; Layer (electronics); Marine engineering; Composite material","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":[0.002209355,0.0006980045,0.0005194393,0.00166309,0.001079819,0.00171812,0.0009280103,0.001609818,0.2481856],"category_scores_gemma":[0.00200962,0.0005299569,0.0003452932,0.0008464218,0.0005246656,0.0008721369,0.001206404,0.001521608,0.1554265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714107,"about_ca_system_score_gemma":0.002996064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004857906,"about_ca_topic_score_gemma":0.007601577,"domain_scores_codex":[0.9986115,0.000146269,0.00004846934,0.000161601,0.0009195055,0.0001126813],"domain_scores_gemma":[0.9973889,0.0002046472,0.0001190598,0.0003934987,0.001612002,0.0002819365],"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":[0.001761801,0.0006378591,0.007559689,0.0007473857,0.0000393882,0.001279597,0.0003379047,0.003693741,0.2534115,0.02414926,0.341537,0.3648449],"study_design_scores_gemma":[0.0001872209,0.001499616,0.01861275,0.0002810028,0.00002400574,0.00250408,0.0002234761,0.007146099,0.08026474,0.001540607,0.8876383,0.00007803985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03279613,0.000630062,0.0820453,0.001418277,0.0005517571,0.001978531,0.01606348,0.01718528,0.8473312],"genre_scores_gemma":[0.1791559,0.0006033169,0.1355757,0.001014286,0.00018933,0.001184659,0.03445747,0.006473532,0.6413457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2481856,"threshold_uncertainty_score":0.8302637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04951937530283464,"score_gpt":0.3158828531839966,"score_spread":0.2663634778811619,"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."}}