{"id":"W4205938602","doi":"10.2172/1061482","title":"Collaborative: Fusion Simulation Program","year":2012,"lang":"en","type":"report","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Fusion; Enhanced Data Rates for GSM Evolution; Nuclear fusion; Computer science; Systems engineering; Fusion power; Scale (ratio); Software engineering; Plasma; Engineering; Physics; Nuclear physics; Artificial intelligence","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":[0.002230606,0.001140775,0.001010179,0.001086539,0.001041992,0.002199531,0.002979058,0.001280788,0.2174155],"category_scores_gemma":[0.004617477,0.0005655464,0.0008577119,0.002248506,0.0003332302,0.00252082,0.001806571,0.002029323,0.07104235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979921,"about_ca_system_score_gemma":0.003641202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01979533,"about_ca_topic_score_gemma":0.01578845,"domain_scores_codex":[0.9988813,0.000277318,0.00004542185,0.0002058727,0.0004582055,0.0001319917],"domain_scores_gemma":[0.9976866,0.0004550233,0.0000685522,0.0004087476,0.001116561,0.0002645289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002118442,0.0001162406,0.0008237085,0.0001435521,0.00003422558,0.00003700573,0.00007290533,0.01508077,0.0005239759,0.03329984,0.908423,0.04123291],"study_design_scores_gemma":[0.0003817242,0.00004957249,0.0008063182,0.00006020353,0.00002202619,0.0000470935,0.0000553865,0.07852525,0.001615551,0.01433044,0.9040725,0.00003384631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006508303,0.0009526794,0.09438922,0.004898868,0.001949056,0.001262599,0.2446971,0.05803164,0.5873105],"genre_scores_gemma":[0.09583391,0.002329459,0.1858273,0.001519899,0.0006663385,0.004989184,0.4274467,0.02111193,0.2602752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2174155,"threshold_uncertainty_score":0.7273273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021143992851119,"score_gpt":0.3820895308683659,"score_spread":0.3418780909398547,"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."}}