{"id":"W6884311492","doi":"10.1016/s0292-062x(23)48639-4","title":"10.1016/s0292-062x(23)48639-4","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":[0.0008153411,0.001638864,0.001411608,0.002291986,0.001954087,0.003431154,0.002809119,0.003613331,0.9857919],"category_scores_gemma":[0.0009723147,0.0008071193,0.001249929,0.002540265,0.001524132,0.003138544,0.002191216,0.001996097,0.9897029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009674638,"about_ca_system_score_gemma":0.0009054095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003015318,"about_ca_topic_score_gemma":0.002515138,"domain_scores_codex":[0.9995912,0.00001960002,0.00002694594,0.0001374712,0.000133115,0.00009169562],"domain_scores_gemma":[0.9987589,0.0002397205,0.00009164617,0.0001731794,0.0003239381,0.0004124997],"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":[0.0002670872,0.0001313521,0.0005661693,0.000572021,0.00004122677,0.0001925161,0.00008743787,0.0003092281,0.003244699,0.007992815,0.3544922,0.6321033],"study_design_scores_gemma":[0.00002744101,0.00004798776,0.0003721705,0.0001293721,0.000007356151,0.0001877573,0.00004949052,0.000120511,0.000417548,0.0004335662,0.9981928,0.00001399382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004272161,0.0004154916,0.0007856722,0.0003546406,0.000378834,0.00009231979,0.0008941152,0.001049073,0.9956026],"genre_scores_gemma":[0.0005417173,0.000151472,0.0003042157,0.0000947724,0.00005427445,0.00003380561,0.0003817982,0.0001225536,0.9983155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01420808,"threshold_uncertainty_score":0.020266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004181502168723648,"score_gpt":0.1858190679263717,"score_spread":0.1816375657576481,"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."}}