{"id":"W2509029362","doi":"10.2524/jtappij.68.168","title":"A Report on ISWFPC 2013","year":2014,"lang":"en","type":"article","venue":"JAPAN TAPPI JOURNAL","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Pulp and paper industry; Engineering","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":[0.003083534,0.001375277,0.0006967723,0.004295817,0.002367054,0.003863255,0.001937628,0.001505278,0.1695984],"category_scores_gemma":[0.002885483,0.0003441088,0.0011112,0.0027999,0.0004691135,0.001482548,0.002022169,0.001488567,0.08387397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830743,"about_ca_system_score_gemma":0.01244827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04723174,"about_ca_topic_score_gemma":0.04449871,"domain_scores_codex":[0.9977738,0.0001515281,0.00005839064,0.0001429035,0.001404771,0.0004685803],"domain_scores_gemma":[0.9962851,0.0001399814,0.0001035567,0.0003676117,0.002173878,0.0009298223],"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":[0.0005116586,0.0003640821,0.001043332,0.0002019721,0.00002409244,0.0001921969,0.0000591721,0.0005385387,0.003295778,0.002193431,0.8988933,0.09268248],"study_design_scores_gemma":[0.00004032866,0.0001152565,0.00296971,0.00005145796,0.00001208603,0.00005161436,0.00006312883,0.0003418113,0.003163292,0.0005279413,0.9926468,0.00001667625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01526621,0.003880092,0.01512452,0.009841164,0.02863169,0.004648146,0.06827285,0.003982563,0.8503528],"genre_scores_gemma":[0.02350883,0.002541729,0.008464518,0.001211811,0.002163722,0.0008267593,0.05904572,0.001399255,0.9008376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1695984,"threshold_uncertainty_score":0.5673633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306813744482326,"score_gpt":0.307382223086636,"score_spread":0.2843140856418128,"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."}}