{"id":"W3086450358","doi":"","title":"Molecular Features of 1,3:2,4 Dibenzylidene-D-sorbitol (DBS) that Drive Self-assembly","year":2020,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Porphyrin and Phthalocyanine Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Engineering research; Research council; Engineering; Library science; Computer science; Philosophy; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003832603,0.0001671423,0.00006620892,0.0001091787,0.00006419227,0.0001390358,0.00009802674,0.0001491534,0.001249762],"category_scores_gemma":[0.00004239084,0.00008700975,0.00007827581,0.00006865562,0.0001109697,0.00009952395,0.00005322236,0.0002498018,0.0002365665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313302,"about_ca_system_score_gemma":0.00007031124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002500156,"about_ca_topic_score_gemma":0.0004439997,"domain_scores_codex":[0.9999788,0.000002503319,0.000001112233,0.000004213477,0.000006171647,0.000007204956],"domain_scores_gemma":[0.9999726,0.000004031222,0.00000992032,0.000001852678,0.000003028139,0.000008698169],"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":[0.00002547651,0.000006922285,0.00006097513,0.00001321879,0.000001068127,0.00001583361,0.000005446499,0.00005859902,0.9992864,0.00007294379,0.00001694637,0.0004362256],"study_design_scores_gemma":[0.000006206021,0.0001064102,0.00102551,0.000001480565,0.000004167583,0.00003929369,0.00000738617,0.0003197473,0.9976393,0.00001145905,0.0008374135,0.000001722837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9968877,0.0002825621,0.0008866105,0.00006560482,0.000009251529,0.0000125005,0.0001103077,0.00003607355,0.001709343],"genre_scores_gemma":[0.9963715,0.0003054105,0.001228806,0.00003399183,0.000003425626,0.00001590442,0.0001057389,0.00001411291,0.001921122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001249762,"threshold_uncertainty_score":0.004180849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016428335312364,"score_gpt":0.218634503421218,"score_spread":0.2084702200680943,"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."}}