{"id":"W4406585544","doi":"10.1016/s1166-8598(20)30093-4","title":"10.1016/s1166-8598(20)30093-4","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":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002209026,0.0001983367,0.0002234976,0.0001004477,0.000158572,0.0001184745,0.0004120532,0.00007560539,0.9987265],"category_scores_gemma":[0.00001604982,0.0001855705,0.00009547221,0.0003455335,0.00009464687,0.0001786378,0.00005301442,0.00009845631,0.992956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000029895,"about_ca_system_score_gemma":0.00003366077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003565635,"about_ca_topic_score_gemma":7.937233e-7,"domain_scores_codex":[0.9985316,0.00006582776,0.0002328952,0.0003842963,0.0002690958,0.0005162747],"domain_scores_gemma":[0.9992207,0.00004019199,0.00004027821,0.0004475292,0.00003871103,0.0002125707],"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":[0.0004681612,0.0002545842,7.548363e-7,0.00002531347,0.00002883819,0.00004255666,0.0001664969,0.0003590371,0.2944177,0.0000152521,0.5903899,0.1138314],"study_design_scores_gemma":[0.000220813,0.0002222822,0.00002216306,0.00001399151,0.0000157084,0.00001014605,0.000003741067,0.00003862083,0.01626404,0.00008839732,0.9828724,0.0002276666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0283099,0.00007548626,0.000003777547,0.0001931039,0.00000551878,0.0002028957,0.00005418495,0.000306184,0.970849],"genre_scores_gemma":[0.002209067,6.406917e-7,0.000427323,0.0001006196,0.0001513368,0.00003089485,0.0000168993,0.00002940098,0.9970338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3924825,"threshold_uncertainty_score":0.7567344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004044229108995429,"score_gpt":0.1847131642188004,"score_spread":0.1806689351098049,"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."}}