{"id":"W7057128787","doi":"","title":"Housing innovation at CCHT: ten years of experiments on new technologies","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerging technologies; Work (physics); Information technology; Government (linguistics); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0108424,0.0005153845,0.0004772848,0.0008601636,0.004465857,0.003948037,0.001078999,0.001940235,0.008014644],"category_scores_gemma":[0.006378026,0.0003062632,0.0005861941,0.001232643,0.003893126,0.002609034,0.004417498,0.002267407,0.001234885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008045048,"about_ca_system_score_gemma":0.01008969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05928449,"about_ca_topic_score_gemma":0.1343502,"domain_scores_codex":[0.9930443,0.001541113,0.000149887,0.0004680236,0.002987904,0.001808695],"domain_scores_gemma":[0.993611,0.001496162,0.0003784681,0.0009903702,0.001987798,0.001536208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004779758,0.008125983,0.05629807,0.001077057,0.0003414843,0.0009936427,0.0343721,0.006564739,0.03842714,0.1998283,0.1089624,0.5402294],"study_design_scores_gemma":[0.0004717601,0.007140646,0.1722196,0.0005744979,0.0001422527,0.0003284769,0.02177255,0.003011528,0.04268159,0.01871068,0.7326411,0.000305266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293387,0.006684609,0.00877949,0.01717241,0.00103036,0.0006979806,0.001773661,0.0002334605,0.1342894],"genre_scores_gemma":[0.9292963,0.002499838,0.009314003,0.001435107,0.0002899668,0.0003450103,0.001192373,0.0001460007,0.05548153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05928449,"threshold_uncertainty_score":0.1178789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544824838607232,"score_gpt":0.2884547094108184,"score_spread":0.2530064610247461,"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."}}