{"id":"W2922836902","doi":"10.4324/9780429468476-14","title":"How to Get a New Lab?","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0009353689,0.0008611329,0.0003802695,0.0007338047,0.004591518,0.007890981,0.001357816,0.002770726,0.1148186],"category_scores_gemma":[0.001456263,0.0004012059,0.0005219148,0.0005127701,0.002799232,0.01114695,0.004529795,0.00516037,0.09162609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239908,"about_ca_system_score_gemma":0.002854162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701302,"about_ca_topic_score_gemma":0.01168666,"domain_scores_codex":[0.9993073,0.0001977279,0.000021897,0.0001270105,0.0002108045,0.0001351811],"domain_scores_gemma":[0.9993281,0.00008815539,0.00002409881,0.00007324205,0.0001302957,0.0003561568],"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":[0.0000115238,0.00003962185,0.00009641198,0.00009430542,0.000001829698,0.00007794944,0.001317768,0.00002044809,0.0002287358,0.02840551,0.9179558,0.05175009],"study_design_scores_gemma":[0.00000126237,0.000006843511,0.00006987846,0.00006342636,6.783196e-7,0.00008324875,0.0007097051,0.0000084649,0.00004223692,0.002235052,0.9967764,0.000002809291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00130757,0.03040035,0.003113663,0.0633616,0.02001476,0.00009395563,0.0002192992,0.0009993191,0.8804895],"genre_scores_gemma":[0.004524832,0.0069546,0.001457676,0.01611768,0.001220795,0.00005257784,0.000129226,0.0002783358,0.9692641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1148186,"threshold_uncertainty_score":0.3841065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192406416081394,"score_gpt":0.1891202566966192,"score_spread":0.1771961925358053,"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."}}