{"id":"W6903140493","doi":"10.1016/s1877-7864(14)44904-8","title":"10.1016/s1877-7864(14)44904-8","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002194567,0.0001997053,0.0002252936,0.0001008333,0.0001581022,0.0001227165,0.0003923138,0.00007802776,0.9985211],"category_scores_gemma":[0.00001661987,0.0001867396,0.00009698203,0.0003494679,0.00007868529,0.0001871961,0.00005189562,0.00009782977,0.9933978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003045391,"about_ca_system_score_gemma":0.00003288957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003715451,"about_ca_topic_score_gemma":6.666695e-7,"domain_scores_codex":[0.9985206,0.00005222162,0.0002349374,0.0003953621,0.0002778237,0.000519085],"domain_scores_gemma":[0.9992462,0.00002991735,0.00004061873,0.0004271558,0.00004327862,0.0002128251],"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":[0.0005159972,0.0002491478,8.864189e-7,0.00002529072,0.00002925514,0.00004298695,0.0001613438,0.0002622005,0.2054482,0.00001549539,0.7026724,0.09057689],"study_design_scores_gemma":[0.0002325885,0.0002301236,0.00003898035,0.00001381078,0.00001595083,0.00001004835,0.000004277828,0.00002871971,0.01800809,0.00008823348,0.9810991,0.0002301294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02891321,0.00006472119,0.000003821926,0.0002137623,0.000006976689,0.0002074654,0.00004236423,0.0003111377,0.9702365],"genre_scores_gemma":[0.003128819,6.630797e-7,0.0004493375,0.000102936,0.0001503366,0.00003107226,0.00001361342,0.00002974645,0.9960935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2784267,"threshold_uncertainty_score":0.7615019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004101131265373626,"score_gpt":0.1853599914875822,"score_spread":0.1812588602222086,"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."}}