{"id":"W4317543081","doi":"10.1021/acs.jchemed.2c00777","title":"The Importance of Synthesis Conditions: Structure–Processing–Property Relationships","year":2023,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Crystallite; Crystallization; Property (philosophy); Crystal structure; Materials science; Crystal (programming language); Chemical physics; Perovskite (structure); Nanotechnology; Chemistry; Crystallography; Computer science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00142881,0.0005208835,0.0003465318,0.0005129331,0.0005099725,0.001228447,0.0005976041,0.0007635364,0.004490364],"category_scores_gemma":[0.00433425,0.000568819,0.0002365471,0.0004479042,0.000852444,0.002728143,0.0005845599,0.001283999,0.001079044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00075059,"about_ca_system_score_gemma":0.0005286308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006299086,"about_ca_topic_score_gemma":0.0007723807,"domain_scores_codex":[0.9989472,0.0002055063,0.0001092726,0.00033951,0.0003183983,0.00008003787],"domain_scores_gemma":[0.9973199,0.001805341,0.0003106344,0.0002008269,0.0002985992,0.0000646585],"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":[0.0002565189,0.0002434163,0.002047196,0.0005307576,0.00003570098,0.0002778904,0.000172196,0.001707777,0.9676017,0.006612419,0.0007784493,0.01973595],"study_design_scores_gemma":[0.00004240772,0.0003754364,0.008963476,0.00003449848,0.0000356991,0.0004024949,0.0001048669,0.003470039,0.9727837,0.004556843,0.009194781,0.00003570135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7854384,0.01880317,0.09525456,0.004639147,0.0007087953,0.0006963682,0.001408667,0.0007234561,0.09232741],"genre_scores_gemma":[0.9654552,0.004656355,0.02374504,0.0009234757,0.0002006444,0.0002284191,0.0005199953,0.0004745238,0.0037963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004490364,"threshold_uncertainty_score":0.0150218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714216358752319,"score_gpt":0.2630859114889265,"score_spread":0.2459437479014033,"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."}}