{"id":"W6922213360","doi":"10.1016/s1877-7848(23)00115-6","title":"10.1016/s1877-7848(23)00115-6","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":[0.001048576,0.002583502,0.001985054,0.002669626,0.002334976,0.004072005,0.003252174,0.004842938,0.987815],"category_scores_gemma":[0.001317667,0.001037134,0.001648007,0.002618143,0.002126023,0.004608384,0.002801834,0.002664954,0.9916539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039732,"about_ca_system_score_gemma":0.00109321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998829,"about_ca_topic_score_gemma":0.002531598,"domain_scores_codex":[0.9994097,0.00003460817,0.00004623618,0.0002224216,0.000166677,0.0001204161],"domain_scores_gemma":[0.9980248,0.0004675368,0.0001244331,0.0002258713,0.0004588418,0.0006984349],"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":[0.0003775299,0.0001837775,0.0006334018,0.0006702017,0.00004576377,0.0002200116,0.00009446415,0.0003588872,0.002958453,0.006057806,0.3814756,0.6069242],"study_design_scores_gemma":[0.00005015174,0.00009029733,0.0005137203,0.0002064267,0.00001159558,0.0003267533,0.00007880403,0.0001554504,0.000404842,0.0005905638,0.9975494,0.00002192407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003894752,0.0004962019,0.0008072122,0.0003459536,0.0003992092,0.00009560533,0.0007331102,0.000892478,0.9958407],"genre_scores_gemma":[0.0005255362,0.0002321398,0.00033003,0.0001407692,0.00009128291,0.0000486219,0.0003842194,0.0001518657,0.9980956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01218498,"threshold_uncertainty_score":0.0173803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004317617531415681,"score_gpt":0.1861212081514352,"score_spread":0.1818035906200195,"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."}}