{"id":"W1599946477","doi":"10.1787/618852650444","title":"Science and Technology Facilities","year":2004,"lang":"en","type":"paratext","venue":"PEB exchange","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Work (physics); Secondary education; Science education; Mathematics education; Engineering; Sociology; Library science; Engineering ethics; Engineering management; Pedagogy; Computer science; Psychology; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005243049,0.0002750527,0.0002267543,0.001912273,0.0039918,0.006757604,0.0008018837,0.001712502,0.1476061],"category_scores_gemma":[0.00188406,0.0001615215,0.0002596816,0.003024795,0.001721636,0.003870396,0.002551685,0.001778213,0.01960287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005927315,"about_ca_system_score_gemma":0.004337746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02391945,"about_ca_topic_score_gemma":0.06006893,"domain_scores_codex":[0.9990622,0.0001169359,0.00003453315,0.00007000232,0.0005093634,0.0002069477],"domain_scores_gemma":[0.9989269,0.0002184026,0.00006373097,0.0001102636,0.0003379442,0.0003427564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000146202,0.00002910343,0.0004260113,0.0002236605,0.000002813843,0.0001346075,0.001023098,0.0002067234,0.0004859234,0.2876578,0.5990426,0.110753],"study_design_scores_gemma":[4.73132e-7,0.000002775998,0.0002431647,0.0000189747,3.33057e-7,0.00003407228,0.0001429951,0.00001730359,0.00004681973,0.001645114,0.9978461,0.000001884222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002201304,0.005920104,0.002216867,0.01851159,0.003796471,0.00002714357,0.000521807,0.0002994514,0.9665052],"genre_scores_gemma":[0.04219399,0.006906007,0.001555201,0.002399371,0.001340547,0.00003664812,0.0006699017,0.0001844636,0.9447139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1476061,"threshold_uncertainty_score":0.4937915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357185448511945,"score_gpt":0.3331175446478707,"score_spread":0.2973989997966762,"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."}}