{"id":"W2348370146","doi":"","title":"Binding the Construction of Experimental Teaching Demonstration Center,Exploring New Idea for Laboratory's Construction","year":2007,"lang":"en","type":"article","venue":"Research and Exploration in Laboratory","topic":"Education and Work Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Center (category theory); Higher education; Engineering management; Engineering; Sign (mathematics); Process (computing); Service (business); Mathematics education; State (computer science); Knowledge management; Computer science; Political science; Business; Psychology; Chemistry; Mathematics; Marketing","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":[0.004276052,0.0003220162,0.0002649116,0.001143674,0.003914093,0.006534035,0.001756627,0.001687998,0.01321995],"category_scores_gemma":[0.004991621,0.0002901785,0.0005303589,0.0007667664,0.007616819,0.007719721,0.00642588,0.001933805,0.001030314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003931988,"about_ca_system_score_gemma":0.007580545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115045,"about_ca_topic_score_gemma":0.002419268,"domain_scores_codex":[0.9962605,0.00225926,0.0001164724,0.0004899826,0.0004727004,0.0004010994],"domain_scores_gemma":[0.9967314,0.0009042788,0.0002574464,0.0007558988,0.0005465969,0.0008044083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007452528,0.0001669169,0.002490703,0.0001080832,0.000006583758,0.000257076,0.008721438,0.001420637,0.002661948,0.9411846,0.003459594,0.03944785],"study_design_scores_gemma":[0.0001520396,0.0005857154,0.006574495,0.0004044589,0.00004312199,0.0008272344,0.03077,0.0199336,0.01111972,0.4742855,0.4551645,0.0001397012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1879293,0.001074655,0.464515,0.01456032,0.0006606298,0.0009076616,0.0001537109,0.0009748812,0.3292239],"genre_scores_gemma":[0.9086393,0.000322308,0.06519125,0.0003516104,0.00008024718,0.0005424399,0.00006448651,0.00009140398,0.02471688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01321995,"threshold_uncertainty_score":0.04422516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221686768802572,"score_gpt":0.4269956905930141,"score_spread":0.3048270137127569,"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."}}