{"id":"W7061373646","doi":"","title":"Resource Based Learning: some approaches in Devon Secondary Schools","year":2013,"lang":"en","type":"dissertation","venue":"PEARL (University of Plymouth)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Resource (disambiguation); Curriculum; Principal (computer security); Quarter (Canadian coin); Resource management (computing)","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":[0.00333574,0.0002196348,0.00023698,0.003179725,0.009946453,0.007482351,0.001010531,0.001689878,0.00498502],"category_scores_gemma":[0.002874295,0.000269323,0.0003124332,0.004057287,0.008646982,0.003002917,0.006205705,0.002244418,0.000525194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01053404,"about_ca_system_score_gemma":0.006701219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02691292,"about_ca_topic_score_gemma":0.06719449,"domain_scores_codex":[0.9969201,0.001624376,0.0001238375,0.000299614,0.000435337,0.0005967185],"domain_scores_gemma":[0.9985908,0.0004371696,0.00014777,0.00009967647,0.0002129516,0.0005117125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005058887,0.0004462471,0.02119136,0.0003341653,0.000006462192,0.001509756,0.6420707,0.0001418715,0.00074497,0.2110876,0.003851562,0.1185649],"study_design_scores_gemma":[0.00001923981,0.0001782271,0.05667387,0.0006188136,0.000005784481,0.0006183618,0.5372106,0.0001550456,0.0005825187,0.01417221,0.3897393,0.00002604597],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6227631,0.009737848,0.003294125,0.01415027,0.0002149208,0.0002012335,0.00009663431,0.00003621441,0.3495057],"genre_scores_gemma":[0.9588593,0.003202838,0.00152434,0.001028574,0.00003296647,0.00009759318,0.00003947576,0.00002044026,0.03519456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02691292,"threshold_uncertainty_score":0.0764302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423654862854971,"score_gpt":0.1776414749371819,"score_spread":0.1634049263086322,"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."}}