{"id":"W7061616345","doi":"","title":"The professionalisation of academics as teachers in higher education: science position paper","year":2012,"lang":"en","type":"book","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":[0.003173096,0.0002986908,0.0003155632,0.0008312985,0.00279843,0.007465083,0.00072509,0.002455899,0.01952954],"category_scores_gemma":[0.002840368,0.0002499378,0.0002498997,0.001669806,0.007025996,0.00467312,0.002828998,0.0029711,0.006942204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006539203,"about_ca_system_score_gemma":0.01068201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007392296,"about_ca_topic_score_gemma":0.02795648,"domain_scores_codex":[0.9986889,0.0003148331,0.00004849687,0.0002056957,0.0005325188,0.0002096481],"domain_scores_gemma":[0.9962409,0.001044233,0.0001581144,0.0002931221,0.001029223,0.001234513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001639817,0.00003863898,0.0005415238,0.000260766,0.000001823335,0.00005275796,0.004260282,0.000130485,0.0001934582,0.288392,0.612552,0.09355979],"study_design_scores_gemma":[0.000003137756,0.00001589792,0.001054576,0.0001236382,0.000001122209,0.00007958968,0.0009819713,0.00004317875,0.00009491224,0.01514326,0.9824548,0.000003970496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005325698,0.03309437,0.001426422,0.1181347,0.005582572,0.00003688451,0.00009181933,0.00009314456,0.8362144],"genre_scores_gemma":[0.08056478,0.01647764,0.0006872567,0.00592066,0.002793102,0.00003984111,0.0000772584,0.00009494775,0.8933445],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01952954,"threshold_uncertainty_score":0.06533283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322733353463873,"score_gpt":0.2246918128658866,"score_spread":0.2114644793312479,"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."}}