{"id":"W3107717687","doi":"10.31399/asm.hb.v21.a0003440","title":"Test Program Planning","year":2001,"lang":"en","type":"book-chapter","venue":"Composites","topic":"Engineering and Test Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Test plan; Test (biology); Plan (archaeology); Instrumentation (computer programming); Computer science; Reliability engineering; Test Management Approach; Test data; Engineering; Software engineering; Programming language; Mathematics; Statistics","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"],"consensus_categories":[],"category_scores_codex":[0.00003406569,0.0003454503,0.0003263942,0.0001290429,0.00003982196,0.00006335314,0.0001784594,0.0002417879,0.00007760228],"category_scores_gemma":[0.000006805732,0.0003657778,0.00009688484,0.00002882091,0.00002217792,0.00003420365,0.00002544805,0.0003639921,0.0003833673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005488043,"about_ca_system_score_gemma":0.000005807831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001462492,"about_ca_topic_score_gemma":5.917158e-7,"domain_scores_codex":[0.9992039,0.000001572185,0.0002343923,0.0001840656,0.0001348125,0.0002413142],"domain_scores_gemma":[0.9994358,0.000123812,0.00003247011,0.0002905817,0.00002572762,0.00009155244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001726221,0.0002954588,0.008553221,0.007644964,0.002389042,0.002887622,0.001093737,0.4640177,0.01551707,0.06350426,0.2933091,0.1407706],"study_design_scores_gemma":[0.0001173846,0.0000788254,0.00009020625,0.001088945,0.00004396823,0.00009793802,0.000001467588,0.0177716,0.0001995235,0.0003075123,0.9796171,0.0005855763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001616057,0.00810027,0.0006806613,0.000006624879,0.0005601456,0.0002571182,0.00001997092,0.003215339,0.9869983],"genre_scores_gemma":[0.2221969,0.0004708496,0.005106803,0.00003181581,0.002696396,0.0001389504,0.000442281,0.0008292575,0.7680868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.686308,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563182180536823,"score_gpt":0.2212080944049982,"score_spread":0.20557627259963,"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."}}