{"id":"W6892803528","doi":"10.5281/zenodo.11790633","title":"dairy processing handbook pdf free download","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Dispose pattern; Product (mathematics); Liquation; Diafiltration; Limiting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007768443,0.00100263,0.001262217,0.003087081,0.001420147,0.003979814,0.002177066,0.001583823,0.8372229],"category_scores_gemma":[0.002395877,0.00087881,0.0008993196,0.003599611,0.000377524,0.002989221,0.002210356,0.002010879,0.8077693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009523142,"about_ca_system_score_gemma":0.001500108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004023871,"about_ca_topic_score_gemma":0.007676282,"domain_scores_codex":[0.9990451,0.00006149903,0.00005357313,0.0001460034,0.0006244662,0.00006941902],"domain_scores_gemma":[0.998597,0.0001723865,0.0000492244,0.0001620039,0.0008555922,0.000163802],"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":[0.00004149464,0.00006254023,0.00007209549,0.0002985284,0.000003129327,0.00004326495,0.00003200231,0.00004163432,0.001147498,0.0007230616,0.9082456,0.08928901],"study_design_scores_gemma":[0.000006696775,0.00001234172,0.0002029249,0.00004947897,0.000002510021,0.00004196752,0.00002871543,0.00002781022,0.000309761,0.0001662972,0.9991465,0.000005032892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005726785,0.002362205,0.00311352,0.0008345071,0.001598225,0.00033815,0.0112991,0.006545285,0.9733363],"genre_scores_gemma":[0.001224026,0.001744303,0.002538464,0.000466885,0.0002220597,0.0001208963,0.008901521,0.001850961,0.982931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1627771,"threshold_uncertainty_score":0.2321818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357623460149838,"score_gpt":0.249044178237303,"score_spread":0.2154679436358046,"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."}}