{"id":"W4406545129","doi":"10.1016/s1544-8800(12)70375-5","title":"10.1016/s1544-8800(12)70375-5","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":"Business","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":[0.0008611332,0.002074849,0.001549569,0.002583338,0.002018856,0.003353952,0.002850085,0.004085653,0.985986],"category_scores_gemma":[0.001113118,0.0008364202,0.001315678,0.002458178,0.001543108,0.003779476,0.002536087,0.002148703,0.9901513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034961,"about_ca_system_score_gemma":0.0009573884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285823,"about_ca_topic_score_gemma":0.00237542,"domain_scores_codex":[0.9995048,0.00002587339,0.00003366125,0.0001791812,0.0001557683,0.000100701],"domain_scores_gemma":[0.9984421,0.0003616536,0.0001080844,0.0001939383,0.0003809597,0.0005132229],"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":[0.0003116988,0.0001485828,0.0005678333,0.0005264989,0.00003923209,0.0001858585,0.00007550315,0.0003310979,0.003269441,0.005930888,0.3336743,0.654939],"study_design_scores_gemma":[0.00003889514,0.00007086687,0.0004571771,0.0001655744,0.00001012427,0.0002339766,0.00005921725,0.0001639423,0.0005367694,0.0004770603,0.9977682,0.00001817597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004417504,0.000468811,0.0009570046,0.0003464329,0.0003444968,0.00008928842,0.0008425753,0.001052747,0.9954568],"genre_scores_gemma":[0.0005710438,0.0002017217,0.000356972,0.0001241513,0.00006653472,0.0000393841,0.0004161439,0.000143251,0.9980808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01401401,"threshold_uncertainty_score":0.01998919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004552397510467288,"score_gpt":0.1835778980699679,"score_spread":0.1790255005595006,"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."}}