{"id":"W2554437621","doi":"10.1002/cjce.22739","title":"Production of κ‐carrageenan beads by prilling process","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carrageenan; Materials science; Process engineering; Process (computing); Chemical engineering; Computer science; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001507485,0.0002468134,0.0002418585,0.0001532,0.000129905,0.0003102142,0.0001449583,0.0001986992,0.0005015061],"category_scores_gemma":[0.0001891382,0.00008651813,0.0002999004,0.0001779186,0.0001004006,0.0002375528,0.0001549255,0.0002586542,0.000231212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018466,"about_ca_system_score_gemma":0.000151031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005746826,"about_ca_topic_score_gemma":0.0007850365,"domain_scores_codex":[0.9999077,0.0000131857,0.00000855455,0.00002376597,0.00003349366,0.00001319615],"domain_scores_gemma":[0.9999117,0.00001794034,0.00003610735,0.00001011121,0.00001138014,0.00001282611],"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":[0.00003289287,0.00001168342,0.0001349001,0.000052861,0.000002760396,0.00003580956,0.00001503151,0.0009348036,0.9965094,0.0001074341,0.00001398441,0.002148495],"study_design_scores_gemma":[0.000005303756,0.0001338581,0.001061556,0.000005642396,0.00000975019,0.0000628831,0.00000945604,0.005575355,0.9918201,0.00004791588,0.001261498,0.000006759706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295155,0.001619491,0.0665385,0.00007103351,0.00003816852,0.00006208487,0.0001695141,0.0002399341,0.001745822],"genre_scores_gemma":[0.960149,0.0007466071,0.03674278,0.00001300591,0.000007153306,0.00001925967,0.0001683893,0.0000240789,0.002129724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005746826,"threshold_uncertainty_score":0.001677752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195533475311167,"score_gpt":0.1762904162139474,"score_spread":0.1643350814608357,"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."}}