{"id":"W3210911706","doi":"10.1016/j.tifs.2021.10.031","title":"Potential application of laser technology in food processing","year":2021,"lang":"en","type":"article","venue":"Trends in Food Science & Technology","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Laser; Food processing; Quality (philosophy); Computer science; Food industry; Food quality; Environmental science; Food science; Optics; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001169272,0.0004536958,0.0003932195,0.0009926822,0.0006495884,0.001578179,0.001300157,0.002693475,0.02030412],"category_scores_gemma":[0.0008688593,0.0002711994,0.0007738383,0.001063013,0.001235942,0.002005229,0.0008800019,0.0009199046,0.003394882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00091401,"about_ca_system_score_gemma":0.001008707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009970735,"about_ca_topic_score_gemma":0.001163906,"domain_scores_codex":[0.9996367,0.00007213933,0.00001138669,0.00007708726,0.0001405102,0.00006212036],"domain_scores_gemma":[0.9994235,0.0002871924,0.00004487046,0.00003385307,0.0001550487,0.00005550218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007858248,0.0004835983,0.004421983,0.002446013,0.0001212432,0.0009626208,0.0003361612,0.005811307,0.6069695,0.05249346,0.008117715,0.3170506],"study_design_scores_gemma":[0.0002859992,0.003794249,0.009946688,0.0008210758,0.000228726,0.003171066,0.001666133,0.03000297,0.518929,0.07313984,0.3577726,0.0002416225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2263525,0.4017105,0.1732375,0.03216077,0.003074547,0.0002755335,0.0006331776,0.001010648,0.1615447],"genre_scores_gemma":[0.6846085,0.1553163,0.08854676,0.004353291,0.001796225,0.0002978038,0.0005297576,0.0001279216,0.06442341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02030412,"threshold_uncertainty_score":0.06792402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008371276112175,"score_gpt":0.279874533413986,"score_spread":0.2497908206528643,"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."}}