{"id":"W2385163210","doi":"","title":"Research Experimental Platform in Postgraduate Training","year":2006,"lang":"en","type":"article","venue":"Research and Exploration in Laboratory","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Diathesis; Identification (biology); Comprehension; Training (meteorology); Engineering; Computer science; Engineering management; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01011018,0.001316471,0.0007355735,0.001105192,0.001296298,0.001258474,0.002493233,0.001505925,0.02573581],"category_scores_gemma":[0.01302175,0.0006155599,0.000941564,0.0006593783,0.001556051,0.001888203,0.005433819,0.003137661,0.006549263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102986,"about_ca_system_score_gemma":0.003481738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003871379,"about_ca_topic_score_gemma":0.0005316252,"domain_scores_codex":[0.9942045,0.002473607,0.0004568919,0.0009669238,0.001203751,0.0006943746],"domain_scores_gemma":[0.9896606,0.00332021,0.0005596522,0.002581942,0.001304458,0.002573005],"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":[0.01093296,0.06124241,0.007926245,0.002983168,0.0001058239,0.001268941,0.01298945,0.004425652,0.2074095,0.03113776,0.02544939,0.6341287],"study_design_scores_gemma":[0.009007056,0.1640714,0.04656027,0.001483754,0.0004857325,0.003248258,0.00652464,0.01179326,0.2344444,0.02789677,0.4937727,0.0007117137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5643494,0.001155124,0.3232546,0.003076404,0.002905772,0.02731904,0.001820616,0.00526203,0.07085706],"genre_scores_gemma":[0.5180627,0.0009093135,0.4112269,0.001771749,0.0009713813,0.02836685,0.001800499,0.0004937769,0.03639686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02573581,"threshold_uncertainty_score":0.08609492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2215528641475377,"score_gpt":0.4530667919951954,"score_spread":0.2315139278476577,"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."}}