{"id":"W2771951498","doi":"10.1007/978-94-6351-218-3_26","title":"First Spring Rising","year":2017,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Spring (device); Rate of return; History; Economics; Engineering; Mechanical engineering; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001245874,0.0003944982,0.0003278741,0.0002113604,0.0001651214,0.0003895809,0.0003337789,0.0005686943,0.0001714722],"category_scores_gemma":[0.00002888531,0.0004186561,0.0001541644,0.000006167586,0.0001167982,0.0001505822,0.00006091822,0.0006910746,0.0001741041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258218,"about_ca_system_score_gemma":0.00004303776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000587541,"about_ca_topic_score_gemma":0.00007588039,"domain_scores_codex":[0.9988029,0.000002246551,0.0002707738,0.000298458,0.0002687637,0.0003568759],"domain_scores_gemma":[0.9989308,0.00003416723,0.00007457955,0.0006925952,0.0000485167,0.0002193049],"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":[0.00001896182,0.00002277821,0.00002054312,0.006082407,0.001372103,0.0003382961,0.00151968,0.00269649,0.0004052792,0.08646105,0.6520433,0.249019],"study_design_scores_gemma":[0.0001175464,0.00000931402,0.00003489348,0.0005095192,0.00004344818,0.00001467715,0.000006608106,0.001977589,0.00004755573,0.003266232,0.9934664,0.0005061936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006766935,0.0004513854,0.0006192781,0.0001235151,0.004115069,0.0001314128,0.00001118124,0.0008628739,0.9936176],"genre_scores_gemma":[0.02700811,0.00006868362,0.0009445261,0.00006488596,0.001913628,0.00001095749,0.00003714106,0.000307509,0.9696445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3414231,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410711472214988,"score_gpt":0.1930083639638115,"score_spread":0.1789012492416616,"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."}}