{"id":"W2507057191","doi":"10.1017/cbo9781139021333.013","title":"Classification of fibers","year":2014,"lang":"en","type":"other","venue":"","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009043265,0.001225213,0.0004362845,0.01130087,0.001079914,0.002988152,0.0009474407,0.0007926672,0.0426694],"category_scores_gemma":[0.001930116,0.0001831571,0.0007903072,0.005832104,0.0005801954,0.00243015,0.0009004702,0.0006511987,0.02600521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196547,"about_ca_system_score_gemma":0.001531051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004833936,"about_ca_topic_score_gemma":0.006795565,"domain_scores_codex":[0.9983321,0.0001288194,0.0001323844,0.0002330029,0.0009487242,0.0002250668],"domain_scores_gemma":[0.9983171,0.0001977435,0.0002356621,0.0002428564,0.0008574813,0.0001491804],"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":[0.0004105769,0.000329473,0.01226608,0.0008678409,0.00003567792,0.0002098302,0.0002892908,0.002250236,0.01236682,0.0435603,0.1284144,0.7989995],"study_design_scores_gemma":[0.0000210287,0.0001625653,0.0288624,0.0006948557,0.00004587154,0.000638907,0.0006899406,0.005691001,0.01385557,0.01570235,0.9335833,0.00005226429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07446238,0.003229697,0.04366075,0.0006677345,0.000872502,0.001078308,0.03539824,0.002621374,0.8380091],"genre_scores_gemma":[0.187144,0.00609943,0.1060959,0.0004740631,0.0003325179,0.0007476333,0.1032846,0.001638313,0.5941836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0426694,"threshold_uncertainty_score":0.1427433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297248353216271,"score_gpt":0.2893430286673825,"score_spread":0.2563705451352198,"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."}}