{"id":"W6959301740","doi":"10.1016/s1877-7848(15)71804-6","title":"10.1016/s1877-7848(15)71804-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Solid-state spectroscopy and crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009419373,0.002304181,0.001756103,0.002663375,0.00215547,0.003740575,0.002974987,0.00428123,0.9873456],"category_scores_gemma":[0.001307559,0.0009329057,0.001430311,0.002437267,0.001792428,0.004174097,0.002826149,0.002390361,0.9911028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024253,"about_ca_system_score_gemma":0.001066125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951584,"about_ca_topic_score_gemma":0.002539089,"domain_scores_codex":[0.9994561,0.00003080789,0.00004140897,0.0001917595,0.0001719383,0.0001079584],"domain_scores_gemma":[0.9981472,0.0004417384,0.0001272668,0.0002158137,0.0004399439,0.0006280444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003157386,0.0001500966,0.0005691623,0.0005829477,0.00003850898,0.000187645,0.00008267113,0.0003320742,0.00265851,0.005503879,0.3652359,0.6243429],"study_design_scores_gemma":[0.00004365905,0.00007414469,0.000457314,0.0001922584,0.00001018446,0.0002793152,0.00006657045,0.0001413914,0.0003964184,0.0005515083,0.9977679,0.0000192075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003611628,0.0005080196,0.0008054441,0.0003513769,0.0003619549,0.00008528797,0.0007177801,0.0009038858,0.995905],"genre_scores_gemma":[0.0005316221,0.0002240232,0.0003270456,0.0001333051,0.00007952843,0.0000426868,0.0003669336,0.0001434648,0.9981515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01265436,"threshold_uncertainty_score":0.0180499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004061148864500683,"score_gpt":0.1847285193585009,"score_spread":0.1806673704940002,"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."}}