{"id":"W7052809262","doi":"","title":"Studio 86: Finding the HMS Ontario","year":2008,"lang":"en","type":"article","venue":"RIT Scholar Works (Rochester Institute of Technology)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Host (biology); Performance art; Design studio","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003493015,0.0002141728,0.0002844334,0.0002622456,0.0005815164,0.00006141533,0.0009293262,0.0001566177,0.007039135],"category_scores_gemma":[0.00004536493,0.0001643099,0.0001299079,0.00066191,0.0006214209,0.0001437301,0.0005536603,0.001395375,0.00008743576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003476927,"about_ca_system_score_gemma":0.0002458123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705282,"about_ca_topic_score_gemma":0.001684022,"domain_scores_codex":[0.9984581,0.00002591538,0.0003783401,0.0003499457,0.0003812581,0.0004064021],"domain_scores_gemma":[0.9988321,0.00003206422,0.0001436569,0.0007941733,0.0001329342,0.00006507261],"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":[0.0000502435,0.0005805679,0.412494,0.00003189787,0.0003651284,0.00006447309,0.001329008,0.00004079975,0.007700361,0.02652304,0.009415295,0.5414052],"study_design_scores_gemma":[0.001220561,0.0001112389,0.04886953,0.000216332,0.0000507203,0.00001718248,0.0008125388,0.00002529751,0.009061927,0.0009346998,0.9383505,0.0003294585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543533,0.0002704224,0.0008582834,0.003787243,0.0002620118,0.0005079253,0.000003337433,0.00008351129,0.03987401],"genre_scores_gemma":[0.9850928,0.00002800145,0.003633205,0.00006133747,0.00008964537,0.00009738853,0.000009741564,0.00001416035,0.01097375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9289352,"threshold_uncertainty_score":0.9938686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591986798741265,"score_gpt":0.2568195463572647,"score_spread":0.2308996783698521,"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."}}