{"id":"W4406638154","doi":"10.1016/b978-0-7506-4581-2.50042-6","title":"10.1016/b978-0-7506-4581-2.50042-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Inorganic Chemistry and Materials","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001028128,0.0006752314,0.0006935495,0.00005573625,0.0001105463,0.00009565421,0.0006291466,0.000892075,0.9998545],"category_scores_gemma":[0.00004109047,0.0007331686,0.000214901,0.00003025329,0.00008223741,0.00005669928,0.0002127266,0.000436626,0.9953483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593289,"about_ca_system_score_gemma":0.0001438909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001075084,"about_ca_topic_score_gemma":9.949633e-8,"domain_scores_codex":[0.9978945,0.000006165571,0.0005522077,0.0007023763,0.0003608342,0.0004839717],"domain_scores_gemma":[0.9983419,0.00005594848,0.0002047832,0.001012799,0.0001049813,0.0002796104],"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":[0.0005219649,0.00008806842,2.739302e-9,0.0009057423,0.000373117,0.0003291102,0.00003311626,0.000004363555,0.07760607,0.0001162914,0.4778,0.4422221],"study_design_scores_gemma":[0.0002784535,0.00002362223,1.505901e-8,0.0002695747,0.0001426879,0.00009043155,3.306322e-7,5.433308e-7,0.07577685,0.0002499198,0.9223955,0.0007721035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000113521,0.0001463079,6.852003e-8,0.00005790807,0.000007165505,0.0001205783,0.0006145979,0.0003573111,0.9986847],"genre_scores_gemma":[0.000005412478,0.000001126617,0.00002717431,0.00003768918,0.001572882,0.00002087652,0.0007176753,0.0002050674,0.9974121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4445954,"threshold_uncertainty_score":0.999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006676488633256848,"score_gpt":0.1655277780334716,"score_spread":0.1588512894002147,"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."}}