{"id":"W4406520662","doi":"10.1016/s0029-7437(06)71989-9","title":"10.1016/s0029-7437(06)71989-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cracking; Forensic engineering; Medicine; Business; Materials science; Engineering; Composite material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004550584,0.0001446596,0.0002787053,0.000183681,0.00009176746,0.00002031016,0.0002166639,0.00007084229,0.9975408],"category_scores_gemma":[0.0002147487,0.0001105723,0.00007041184,0.0005536034,0.0001465925,0.00007741268,0.00003945807,0.0002147778,0.9938205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006256276,"about_ca_system_score_gemma":0.0001529773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005826001,"about_ca_topic_score_gemma":2.964852e-7,"domain_scores_codex":[0.9982414,0.00003017149,0.0002027952,0.0003288963,0.0006705675,0.0005262015],"domain_scores_gemma":[0.9986967,0.000063457,0.00001931321,0.0004543478,0.0001082852,0.0006578391],"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":[0.0001567851,0.00007882054,0.000002319844,0.00001508125,0.00001259252,0.00003945462,0.0000541898,0.000002209533,0.0005345626,7.744181e-7,0.8026738,0.1964294],"study_design_scores_gemma":[0.001013218,0.0006422176,0.0005299838,0.00008546565,0.00003200624,0.0000840307,0.000009739196,0.0001787379,0.0004694812,0.000005158345,0.9968283,0.0001216286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004675985,0.0001848983,0.000001360454,0.002179317,4.464517e-7,0.0003812396,0.00000498106,0.0001421039,0.9924297],"genre_scores_gemma":[0.0006873597,0.000003102421,0.0001497221,0.0003961152,0.0005042488,0.00002208267,0.00002034581,0.00002237382,0.9981946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1963078,"threshold_uncertainty_score":0.4509009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606716049551763,"score_gpt":0.2562783449709417,"score_spread":0.240211184475424,"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."}}