{"id":"W4247916192","doi":"10.1080/00323910500290408","title":"Column: News from Canada","year":2005,"lang":"en","type":"article","venue":"Polymer News","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Molding (decorative); Session (web analytics); Presentation (obstetrics); Column (typography); Engineering; Injection molding machine; Library science; Materials science; Computer science; Mechanical engineering; Composite material; World Wide Web; Medicine; Mold","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004026626,0.000157682,0.0001934219,0.00002666692,0.0001396376,0.00009547881,0.0003665152,0.00004624572,0.002402248],"category_scores_gemma":[0.00001117072,0.0001501228,0.00004343307,0.00009408793,0.00004211198,0.0001340598,0.00007625933,0.00007887381,0.0006594823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008836987,"about_ca_system_score_gemma":0.0003093442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9604442,"about_ca_topic_score_gemma":0.9059111,"domain_scores_codex":[0.998719,0.00005257551,0.0002358109,0.0003186093,0.0002780645,0.0003959684],"domain_scores_gemma":[0.9992399,0.0000751565,0.00007603538,0.0004070994,0.00001440828,0.0001874552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001854189,0.00004262046,0.005286624,0.000002157978,0.00001103621,0.00001115862,0.000201338,0.000007111452,0.9030829,0.0001131373,0.05496098,0.03626237],"study_design_scores_gemma":[0.000224535,0.00001365646,0.001530576,0.000009599875,0.00001529148,0.000004859899,0.00007590383,0.00007150942,0.9090366,0.00003340037,0.08877199,0.0002120882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979148,0.005885539,0.00005386772,0.003434424,0.0008354466,0.00005944926,0.00009184096,0.0001123652,0.01037905],"genre_scores_gemma":[0.9892741,0.0000133113,0.0004328683,0.004272873,0.0007335807,0.00001282393,0.00001553358,0.00001973171,0.005225118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05453305,"threshold_uncertainty_score":0.9985097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008385014765234101,"score_gpt":0.2074049827496044,"score_spread":0.1990199679843703,"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."}}