{"id":"W2037725534","doi":"10.1002/chin.201104278","title":"ChemInform Abstract: Integrity in Organic Synthesis. Practical Limits of Determining Isolated Product Yields and Ratios of Stereoisomers: Reflections, Analysis, and Redemption","year":2010,"lang":"en","type":"article","venue":"ChemInform","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Chemistry; Product (mathematics); Organic chemistry; Computational chemistry; Stereochemistry; Nanotechnology","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004278771,0.001670368,0.001254173,0.003610715,0.001375689,0.002252566,0.00242856,0.001976753,0.02416665],"category_scores_gemma":[0.005786457,0.001311247,0.0005793856,0.002392604,0.003401429,0.004388377,0.001657248,0.005031108,0.03052006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916815,"about_ca_system_score_gemma":0.002391197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440206,"about_ca_topic_score_gemma":0.002644292,"domain_scores_codex":[0.9948544,0.0006188308,0.0002151984,0.0004117168,0.003700908,0.0001989762],"domain_scores_gemma":[0.9956409,0.001383772,0.0004328827,0.000676993,0.001707708,0.0001578207],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004177753,0.0001200828,0.0003402397,0.005596383,0.0001024691,0.0002490513,0.0001411164,0.000692707,0.06522472,0.08739801,0.356364,0.4833535],"study_design_scores_gemma":[0.00003483637,0.0002238648,0.0005679229,0.0005708459,0.00007460576,0.0006312274,0.0000443247,0.000524489,0.1522937,0.01353131,0.8314443,0.00005874645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.008688134,0.5393825,0.1412041,0.02187776,0.01316633,0.0004615654,0.005432397,0.003014392,0.2667729],"genre_scores_gemma":[0.0840771,0.5973958,0.06132708,0.01226672,0.008997011,0.0006298528,0.007186182,0.001907936,0.2262124],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9980233,"threshold_uncertainty_score":0.08084548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515147967479024,"score_gpt":0.2959046679651923,"score_spread":0.2707531882904021,"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."}}