{"id":"W4401014862","doi":"10.3168/jdsc.2024-0595","title":"A methodological approach to assess the ropy character of stirred acid dairy gels based on the measure of adhesiveness","year":2024,"lang":"en","type":"article","venue":"JDS Communications","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Genome Canada; Génome Québec; General Mills","keywords":"Measure (data warehouse); Character (mathematics); Chemistry; Polymer science; Biological system; Biochemical engineering; Computer science; Food science; Mathematics; Biology; Engineering; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003101275,0.001146032,0.0005695845,0.002697424,0.0007317645,0.001058178,0.0006415573,0.001115675,0.001975503],"category_scores_gemma":[0.004212979,0.0005507347,0.0006008223,0.001101138,0.0007595993,0.001006248,0.001098394,0.001717116,0.0008879966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003807393,"about_ca_system_score_gemma":0.0004933428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005203082,"about_ca_topic_score_gemma":0.001063855,"domain_scores_codex":[0.9967098,0.0007795072,0.0003308838,0.0005945606,0.001455516,0.0001296671],"domain_scores_gemma":[0.9959811,0.001303429,0.001115755,0.0004196625,0.001062666,0.0001174662],"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":[0.00008384239,0.00004250453,0.001832885,0.0004535242,0.00003987109,0.00005902431,0.0003054641,0.0001394994,0.9821231,0.0002966555,0.00009906672,0.01452456],"study_design_scores_gemma":[0.0000291862,0.001420645,0.02290982,0.0002046804,0.0002013039,0.0007329986,0.0008153662,0.004433441,0.9585746,0.000686413,0.009894061,0.00009750022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4030945,0.0141647,0.5677829,0.0005765934,0.0006589012,0.001737317,0.00149592,0.0007459763,0.009743141],"genre_scores_gemma":[0.5153763,0.009556341,0.4586141,0.0008017844,0.0002711632,0.005058361,0.001358627,0.0003165301,0.008646808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003101275,"threshold_uncertainty_score":0.01640129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5808654562510512,"score_gpt":0.3964252929113711,"score_spread":0.1844401633396801,"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."}}