{"id":"W2067075372","doi":"10.15376/biores.7.2.1697-1712","title":"MORPHOLOGICAL CHANGES OF JACK PINE LATEWOOD AND EARLYWOOD FIBERS IN THERMOMECHANICAL PULPING","year":2012,"lang":"en","type":"article","venue":"BioResources","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Pulp and paper industry; Softwood; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009794633,0.0001025688,0.000152133,0.00006286228,0.00001609006,0.000009293632,0.00005687356,0.00007885083,0.00005771453],"category_scores_gemma":[0.000009326202,0.00007298624,0.00002058791,0.00007919224,0.00004091627,0.00005382072,0.00003205924,0.00006480136,0.000008822355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009491044,"about_ca_system_score_gemma":0.000001047609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003040298,"about_ca_topic_score_gemma":0.00001513019,"domain_scores_codex":[0.9995235,0.00002230538,0.0001028821,0.00007747538,0.00006750055,0.0002063805],"domain_scores_gemma":[0.9998201,0.0000334368,0.0000156602,0.00007765146,0.000004496298,0.00004869751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002096417,0.0005169191,0.5613443,0.0005519147,0.0004072684,0.0000547831,0.02298272,0.0003142897,0.3305847,0.0005708775,0.0007581013,0.08170442],"study_design_scores_gemma":[0.002983953,0.001085892,0.7252277,0.0003667893,0.0001288374,0.00007450107,0.002235341,0.00346708,0.2507367,0.000334792,0.01222593,0.001132395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922347,0.006687568,0.000005006075,0.00008440634,0.00006084554,0.00007711531,0.00000402728,0.00006751803,0.0007787898],"genre_scores_gemma":[0.999441,0.0002087172,0.0001877872,0.00001405523,0.00008709765,0.000009963702,0.000002355747,0.00001292834,0.00003612752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638834,"threshold_uncertainty_score":0.2976292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787411273089322,"score_gpt":0.1943396472488465,"score_spread":0.1764655345179533,"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."}}