{"id":"W4405124849","doi":"10.2174/138527282906241203163745","title":"Chemistry and Biology of Carbohydrates: (Part 2)","year":2024,"lang":"en","type":"article","venue":"Current Organic Chemistry","topic":"Carbohydrate Chemistry and Synthesis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Medicine Hat College","funders":"","keywords":"Chemistry; Environmental 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":[0.0003545435,0.000988055,0.0004872307,0.001532298,0.0003856814,0.001075383,0.0006421819,0.0009073967,0.02573946],"category_scores_gemma":[0.0002690009,0.0002738156,0.0006582105,0.001841386,0.0006566897,0.001452189,0.0009649809,0.001080758,0.009131438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009229489,"about_ca_system_score_gemma":0.0008481285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306664,"about_ca_topic_score_gemma":0.001831353,"domain_scores_codex":[0.9998426,0.00001600465,0.000007852431,0.00003404347,0.0000579031,0.00004144039],"domain_scores_gemma":[0.9998838,0.00002074694,0.00001581412,0.00001292862,0.00002941035,0.00003724331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002715821,0.0005113275,0.0005956201,0.004972443,0.00006898742,0.0003813514,0.0001943051,0.001408839,0.1673843,0.0199427,0.1896691,0.6145996],"study_design_scores_gemma":[0.00001859652,0.0003167014,0.005446995,0.00031017,0.0000358722,0.0009973791,0.00008858512,0.0002194333,0.0323512,0.006516132,0.9536628,0.00003604675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01906617,0.8574985,0.01292754,0.005868335,0.02118865,0.0003320452,0.001283747,0.0003021072,0.0815329],"genre_scores_gemma":[0.05280449,0.7066763,0.006613515,0.005568044,0.02344935,0.0003718579,0.002400428,0.0001380248,0.201978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02573946,"threshold_uncertainty_score":0.08610708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583836354001117,"score_gpt":0.2659827346840846,"score_spread":0.2401443711440734,"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."}}