{"id":"W7061377486","doi":"","title":"Proceedings of the Eighth International Workshop on Constraint Handling Rules","year":2011,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strategic Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Constraint (computer-aided design); Constraint programming; Constraint logic programming; Volume (thermodynamics); Time constraint","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01407758,0.002613684,0.002846306,0.003577245,0.003169344,0.0131,0.006615099,0.003507661,0.07160508],"category_scores_gemma":[0.02544024,0.001751601,0.005166557,0.005390764,0.002981432,0.009492225,0.006810037,0.009655118,0.02495146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002983839,"about_ca_system_score_gemma":0.004776577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030218,"about_ca_topic_score_gemma":0.007850126,"domain_scores_codex":[0.982401,0.005110763,0.002900105,0.002682437,0.006061499,0.0008442869],"domain_scores_gemma":[0.9843624,0.006624594,0.0003826011,0.003342477,0.004661728,0.0006262715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002989557,0.0002957361,0.0003913371,0.001554982,0.000292839,0.0006266392,0.001177357,0.005363294,0.003037002,0.2147381,0.4077527,0.3644711],"study_design_scores_gemma":[0.0000441747,0.00003381614,0.0001400634,0.0005428347,0.00006118842,0.0003007668,0.0001814986,0.006510747,0.001696344,0.09567616,0.8947619,0.0000505455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002775048,0.01621567,0.7923749,0.01201052,0.01228924,0.001165759,0.006976501,0.004363122,0.1518292],"genre_scores_gemma":[0.02600983,0.01603313,0.8134915,0.004541748,0.00390281,0.001175938,0.03216614,0.005341236,0.09733766],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07160508,"threshold_uncertainty_score":0.2395429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476011357330275,"score_gpt":0.2582131169282859,"score_spread":0.2234530033549832,"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."}}