{"id":"W1541679039","doi":"10.2172/948550","title":"SQA(TM): Surface Quality Assured Steel Bar Program","year":2009,"lang":"en","type":"report","venue":"","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Product (mathematics); Charter; Process (computing); Manufacturing engineering; Steel bar; Bar (unit); Control (management); Engineering; Computer science; Structural engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119143,0.0003427932,0.0002025023,0.0006620864,0.0005242427,0.0008223879,0.0008874768,0.0005653153,0.02838477],"category_scores_gemma":[0.0006933695,0.0002529047,0.0002935897,0.0002668051,0.0004410364,0.0005675406,0.0007603618,0.0008281553,0.00967371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006951702,"about_ca_system_score_gemma":0.002256591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213169,"about_ca_topic_score_gemma":0.003583688,"domain_scores_codex":[0.9992335,0.00006465788,0.00001190935,0.00009817135,0.0005005672,0.00009122571],"domain_scores_gemma":[0.9989711,0.00006420517,0.00004545662,0.00008600144,0.0005675625,0.000265654],"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":[0.0009159893,0.002125632,0.00667226,0.0003454002,0.00002520514,0.0005050586,0.0005029008,0.003286789,0.1990383,0.01819342,0.304807,0.4635822],"study_design_scores_gemma":[0.0006710172,0.008216584,0.01673487,0.00006486483,0.00003131545,0.001251854,0.0002096294,0.03821947,0.1445814,0.00275275,0.7871997,0.00006665711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2735519,0.0009316496,0.2267083,0.004203791,0.001320436,0.002998381,0.007032819,0.05458083,0.4286719],"genre_scores_gemma":[0.445205,0.0005685185,0.1644863,0.001403854,0.0002492163,0.0009473772,0.008907967,0.00294583,0.375286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02838477,"threshold_uncertainty_score":0.09495652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389321338175597,"score_gpt":0.3485743620735772,"score_spread":0.2746811486918213,"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."}}